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Program wcci-final[1]

T
TARKI AOMAR

This document provides an agenda for the IJCNN 2014 conference with details of sessions on Monday, July 7th. There are 6 special sessions scheduled from 1:30-3:30PM on topics including neuromorphic science and technology, artificial neural networks for intelligent transport systems, and computational intelligence for cognitive fault diagnosis. Additionally, there are sessions on deep learning, ensemble and meta learning, time series analysis, and approximate dynamic programming and reinforcement learning. The document lists the titles and speakers for presentations within each session. From 3:30-6:00PM there is a poster session with over 100 posters presented.

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69 TABLE OF CONTENTS DETAILED PROGRAM (IJCNN 2014) ........................................................................ 151 Monday, July 7, 1:30PM-3:30PM .............................................................................. 151 Special Session: MoN1-1 Neuromorphic Science & Technology for Augmented Human Performance in Cybersecurity, Chair: Tarek Taha and Helen Li, Room: 308 ..................................................................... 151 1:30PM STDP Learning Rule Based on Memristor with STDP Property Ling Chen, Chuandong Li, Tingwen Huang, Xing He, Hai Li and Yiran Chen 1:50PM An Adjustable Memristor Model and Its Application in Small-World Neural Networks Xiaofang Hu, Gang Feng, Hai Li, Yiran Chen and Shukai Duan 2:10PM Efficacy of Memristive Crossbars for Neuromorphic Processors Chris Yakopcic, Raqibul Hasan and Tarek Taha 2:30PM Enabling Back Propagation Training in Memristor Crossbar Neuromorphic Processors Raqibul Hasan and Tarek Taha 2:50PM Ferroelectric Tunnel Memristor-Based Neuromorphic Network with 1T1R Crossbar Architecture Zhaohao Wang, Weisheng Zhao, Wang Kang, Youguang Zhang, Jacques-Olivier Klein and Claude Chappert Special Session: MoN1-2 Artificial Neural Networks and Learning Techniques towards Intelligent Transport Systems, Chair: David Elizondo and Benjamin Passow, Room: 305A ......................................................... 152 1:30PM Traffic Flow Prediction Using Orthogonal Arrays and Takagi-Sugeno Neural Fuzzy Models Kit Yan Chan and Tharam Dillon 1:50PM Optimal Design of Traffic Signal Controller Using Neural Networks and Fuzzy Logic Systems Sahar Araghi, Abbas Khosravi and Creighton Douglas 2:10PM Optimising Traffic Lights with Metaheuristics: Reduction of Car Emissions and Consumption Jose Garcia-Nieto, Javier Ferrer and Enrique Alba 2:30PM Applying Neural-Symbolic Cognitive Agents in Intelligent Transport Systems to Reduce CO2 Emissions Leo de Penning, Artur d'Avila Garcez, Luis Lamb, Arjan Stuiver and John-Jules Meyer 2:50PM LOGAN's Run: Lane Optimising Genetic Algorithms Based on NSGA-II Simon R Witheridge, Benjamin Passow and Jethro Shell Special Session: MoN1-3 Computational Intelligence for Cognitive Fault Diagnosis, Chair: Christos Panayiotou and Marios Polycarpou, Room: 305B ....................................................................................... 152 1:30PM A Cognitive Monitoring System for Contaminant Detection in Intelligent Buildings Giacomo Boracchi, Michalis Michaelides and Manuel Roveri 1:50PM Learning the Deterministically Constructed Echo State Networks Fengzhen Tang, Peter Tino and Huanhuan Chen 2:10PM Inconsistent Sensor Data Detection/Correction: Application to Environmental Systems Miquel A. Cuguero, Joseba Quevedo, Vicenc Puig and Diego Garcia 2:30PM Optimal Detection of New Classes of Faults by an Invasive Weed Optimization Method Roozbeh Razavi-Far, Vasile Palade and Enrico Zio 2:50PM A Distributed Virtual Sensor Scheme for Smart Buildings Based on Adaptive Approximation Vasso Reppa, Panayiotis Papadopoulos, Marios Polycarpou and Christos Panayiotou MoN1-4 Deep Learning, Chair: Donal C. Wunsch, Room: 305C ................................................................ 153 1:30PM From ADP to the Brain: Foundations, Roadmap, Challenges and Research Priorities Paul Werbos
70 1:50PM A New Active Labeling Method for Deep Learning Dan Wang and Yi Shang 2:10PM Parallel Tempering with Equi-Energy Moves for Training of Restricted Boltzmann Machines Nannan Ji and Jiangshe Zhang 2:30PM EOG-Based Drowsiness Detection Using Convolutional Neural Networks Xuemin Zhu, Wei-Long Zheng, Bao-Liang Lu, Xiaoping Chen, Shanguang Chen and Chunhui Wang 2:50PM Using Recurrent Networks for Non-Temporal Classification Tasks Saurav Biswas, Muhammad Zeshan Afzal and Thomas Breuel 3:10PM Computation of Deep Belief Networks Using Special-Purpose Hardware Architecture Byungik Ahn MoN1-5 Ensemble and Meta Learning, Chair: Robi Polikar, Room: 305D ................................................. 154 1:30PM Neural Networks and AdaBoost Algorithm Based Ensemble Models for Enhanced Forecasting of Nonlinear Time Series Yilin Dong, Jianhua Zhang and Jonathan Garibaldi 1:50PM An Improved Boosting Scheme Based Ensemble of Fuzzy Neural Networks for Nonlinear Time Series Prediction Yilin Dong and Jianhua Zhang 2:10PM On Optimal Wavelet Bases for Classification of Skin Lesion Images through Ensemble Learning Grzegorz Surowka and Maciej Ogorzalek 2:30PM From Low Negative Correlation Learning to High Negative Correlation Learning Liu Yong 2:50PM An Algorithmic Framework Based on the Binarization Approach for Supervised and Semi-Supervised Multiclass Problems Ayon Sen, Md. Monirul Islam and Kazuyuki Murase 3:10PM A Hierarchical Learning Approach to Calibrate Allele Frequencies for Snp Based Genotyping of Dna Pools Andrew Hellicar, Daniel Smith, Ashfaqur Rahman, Ulrich Engelke and John Henshall MoN1-6 Time Series Analysis I, Chair: Andrea Burattin, Room: 305E ...................................................... 155 1:30PM Multi-Objective Cooperative Coevolution of Neural Networks for Time Series Prediction Shelvin Chand and Rohitash Chandra 1:50PM Multivariate Time Series Prediction Based on Multiple Kernel Extreme Learning Machine Xinying Wang and Min Han 2:10PM Cooperative Coevolution of Feed Forward Neural Networks for Financial Time Series Problem Shelvin Chand and Rohitash Chandra 2:30PM Forecasting Time Series - A Layered Ensemble Architecture Md. Mustafizur Rahman, Shubhra Kanti Karmaker Santu, Md. Monirul Islam and Kazuyuki Murase 2:50PM Sets with Incomplete and Missing Data - NN Radar Signal Classification Ivan Jordanov and Nedyalko Petrov 3:10PM Application of Artificial Neural Network and Multiple Linear Regression Models for Predicting Survival Time of Patients with Non-Small Cell Cancer Using Multiple Prognostic Factors Including FDG-PET Measurements Yonglin Pu, Michael Baad, Yisheng Chen and Yulei Jiang MoN1-7 Approximate Dynamic Programming and Reinforcement Learning, Chair: Qinglai Wei, Room: 303 .................................................................................................................................................................. 157 1:30PM Near-Optimal Online Control of Uncertain Nonlinear Continuous-Time Systems Based on Concurrent Learning Xiong Yang, Derong Liu and Qinglai Wei
71 1:50PM Finite Horizon Stochastic Optimal Control of Nonlinear Two-Player Zero-Sum Games under Communication Constraint Hao Xu and Jagannathan Sarangapani 2:10PM Neural-Network-Based Optimal Control for a Class of Complex-Valued Nonlinear Systems with Input Saturation Ruizhuo Song and Qinglai Wei 2:30PM Policy Iteration Approximate Dynamic Programming Using Volterra Series Based Actor Wentao Guo, Jennie Si, Feng Liu and Shengwei Mei 2:50PM Online Adaptation of Controller Parameters Based on Approximate Dynamic Programming Wentao Guo, Feng Liu, Jennie Si and Shengwei Mei 3:10PM LASOM: Location Aware Self-Organizing Map for Discovering Similar and Unique Visual Features of Geographical Locations Dmitry Kit, Yu Kong and Yun Fu 3:30PM Algorithmic Trading Behavior Identification Using Reward Learning Method Steve Yang, Qifeng Qiao, Peter Beling and Scherer William Monday, July 7, 3:30PM-6:00PM .............................................................................. 158 Poster Session: PN1 Poster Session 1, Chair: Marios Polycarpou, Room: Posters Area (Level 3) ................ 158 P101 Hidden Space Discriminant Neighborhood Embedding Chuntao Ding, Li Zhang and Bangjun Wang P102 A Supervised Neighborhood Preserving Embedding for Face Recognition Xing Bao, Li Zhang, Bangjun Wang and Jiwen Yang P103 Asymmetric Mixture Model with Variational Bayesian Learning Thanh Nguyen and Wu Jonathan P104 A New Weight Initialization Method for Sigmoidal Feedforward Artificial Neural Networks Sartaj Singh Sodhi, Pravin Chandra and Sharad Tanwar P105 Fast Orthogonal Linear Discriminant Analysis with Applications to Image Classification Qiaolin Ye, Ning Ye, Haofeng Zhang and Chunxia Zhao P106 Stability Analysis of Nonlinear Time-Delay System with Delayed Impulsive Effects Guizhen Feng and Jinde Cao P107 Learning Discriminative Low-Rank Representation for Image Classification Jun Li, Heyou Chang and Jian Yang P108 Supervised Bayesian Sparse Coding for Classification Jinhua Xu, Li Ding and Shiliang Sun P109 Writer-Independent Handwritten Signature Verification Based on One-Class SVM Classifier Yasmine Guerbai, Youcef Chibani and Bilal Hadjadji P110 Attack Detection in Recommender Systems Based on Target Item Analysis Wei Zhou, Junhao Wen, Yun Sing Koh, Shafiq Alam and Gillian Dobbie P111 Video Attention Saliency Mapping Using Pulse Coupled Neural Network and Optical Flow Qiling Ni and Xiaodong Gu P112 Optimized Selection of Training Samples for One-Class Neural Network Classifier Hadjadji Bilal and Chibani Youcef P113 Zernike Moments Descriptor Matching Based Symmetric Optical Flow for Motion Estimation and Image Registration Qiuying Yang and Ying Wen P114 A Pairwise Algorithm for Training Multilayer Perceptrons with the Normalized Risk-Averting Error Criterion Yichuan Gui, James Lo and Yun Peng
72 P115 A Model with Fuzzy Granulation and Deep Belief Networks for Exchange Rate Forecasting Ren Zhang, Furao Shen and Jinxi Zhao P116 Control of Methylamine Removal Reactor Using Neural Network Based Model Predictive Control Zhi Long Liu, Feng Yang, Ke Jun Zhou and Mei Xu P117 A Genetic Algorithm Based Double Layer Neural Network for Solving Quadratic Bilevel Programming Problem Jingru Li, Junzo Watada, Yunlong Guo and Shamshul Bahar Yaakob P118 Detection of Filter-Like Cellular Automata Spectra Eurico Ruivo and Pedro de Oliveira P119 A Brain-Like Multi-Hierarchical Modular Neural Network with Applications to Gas Concentration Forecasting Zhaozhao Zhang and Junfei Qiao P120 Fast Ship Detection of Synthetic Aperture Radar Images via Multi-View Features and Clustering Shigang Wang, Shuyuan Yang, Zhixi Feng and Licheng Jiao P121 Deep Learning to Classify Difference Image for Image Change Detection Jiaojiao Zhao, Maoguo Gong, Jia Liu and Licheng Jiao P122 Performance of Combined Artificial Neural Networks for Forecasting Landslide Displacement Lian Cheng, Zhigang Zeng, Yao Wei and Huiming Tang P123 Butterfly Communication Strategies: A Prospect for Soft-Computing Techniques Sowmya Ch, Anjumara Shaik, Chakravarthi Jada and Anil Kumar Vadathya P124 A New Transfer Learning Boosting Approach Based on Distribution Measure with an Application on Facial Expression Recognition Shihai Wang and Zeling Li P125 Adaptive Output Feedback Control for Cooperative Dynamic Positioning of Multiple Offshore Vessels Lu Liu, Dan Wang and Zhouhua Peng P126 Hierarchical Organization in Neuronal Functional Networks during Working Memory Tasks Hu Lu, Zhe Liu, Yuqing Song and Hui Wei P127 Shrunk Support Vector Clustering Ping Ling, Xiangsheng Rong, Guosheng Hao and Yongquan Dong P128 Oil Spill GF-1 Remote Sensing Image Segmentation Using an Evolutionary Feedforward Neural Network Jianchao Fan, Dongzhi Zhao and Jun Wang P129 Deep Process Neural Network for Temporal Deep Learning Wenhao Huang and Haikun Hong P130 Dynamic Boosting in Deep Learning Using Reconstruction Error Wenhao Huang and Haikun Hong P131 Efficient Diminished-1 Modulo 2n+1 Multiplier Architectures Xiaolan Lv and Ruohe Yao P132 A Classifier-Based Association Test for Imbalanced Data Derived from Prediction Theory Johannes Mohr, Sambu Seo and Klaus Obermayer P133 Issues on Sampling Negative Examples for Predicting Prokaryotic Promoters Eduardo Gusmao and Marcilio de Souto P134 Singular Spectrum Analysis of P300 for Classification Shirin Enshaeifar, Saeid Sanei and Clive Cheong Took P135 Vessel Segmentation in Retinal Images with a Multiple Kernel Learning Based Method Xiaoming Liu, Zhigang Zeng and Xiaoping Wang P136 Content-Based Image Retrieval by Dictionary of Local Feature Descriptors Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski and Rafal Scherer
73 P137 The Performance of a Recurrent Honn for Temperature Time Series Prediction Rozaida Ghazali, Noor Aida Husaini, Lokman Hakim Ismail and Yana Mazwin Hassim P138 EEG-Based Emotion Recognition Using Discriminative Graph Regularized Extreme Learning Machine Jia-Yi Zhu, Wei-Long Zheng, Ruo-Nan Duan, Yong Peng and Bao-Liang Lu P139 Posture Classification of Lying Down Human Bodies Based on Pressure Sensors Array William Cruz Santos, Alberto Beltran Herrera, Eduardo Vazquez Santacruz and Mariano Gamboa Zuniga P140 Adaptive Control of Wind Turbine Generator System Based on RBF-PID Neural Network Zhanshan Wang, Zhengwei Shen and Chao Cai P141 Single Channel Single Trial P300 Detection Using Extreme Learning Machine, Compared with BPNN and SVM Songyun Xie, You Wu, Yunpeng Zhang, Juanli Zhang and Chang Liu P142 Spectral Clustering-Based Local and Global Structure Preservation for Feature Selection Sihang Zhou, Xinwang Liu, Chengzhang Zhu, Qiang Liu and Jianping Yin P143 Unsupervised Robust Bayesian Feature Selection Jianyong Sun and Aimin Zhou P144 Competitive Two-Island Cooperative Coevolution for Training Elman Recurrent Networks for Time Series Prediction Rohitash Chandra P145 Universal Approximation Propriety of Flexible Beta Basis Function Neural Tree Souhir Bouaziz, Adel M. Alimi and Ajith Abraham Monday, July 7, 4:00PM-6:00PM .............................................................................. 165 Special Session: MoN2-1 Concept Drift, Domain Adaptation & Learning in Dynamic Environments I, Chair: Giacomo Boracchi and Manuel Roveri, Room: 308 ......................................................................... 165 4:00PM Trotting Gait Planning for a Quadruped Robot with High Payload Walking on Irregular Terrain Nan Hu, Shaoyuan Li, Dan Huang and Feng Gao 4:20PM Using HDDT to Avoid Instances Propagation in Unbalanced and Evolving Data Streams Andrea Dal Pozzolo, Reid Johnson, Olivier Caelen, Serge Waterschoot, Nitesh V. Chawla and Gianluca Bontempi 4:40PM Domain Adaptation Bounds for Multiple Expert Systems Under Concept Drift Gregory Ditzler, Gail Rosen and Robi Polikar 5:00PM Core Support Extraction for Learning from Initially Labelled Nonstationary Environments Using COMPOSE Robert Capo, Anthony Sanchez and Robi Polikar 5:20PM Optimal Bayesian Classification in Nonstationary Streaming Environments Jehandad Khan, Nidhal Bouaynaya and Robi Polikar 5:40PM New Untrained Aggregation Methods for Classifier Combination Bartosz Krawczyk and Michal Wozniak Special Session: MoN2-2 Applications of Computational Intelligence in Ecological Informatics and Environmental Modelling, Chair: Mike Watts and Jie Yang, Room: 305A ................................................. 166 4:00PM Spatio-Temporal PM2.5 Prediction by Spatial Data Aided Incremental Support Vector Regression Lei Song, Shaoning Pang, Ian Longley, Gustavo Olivares and Abdolhossein Sarrafzadeh 4:20PM Estuarine Flood Modelling Using Artificial Neural Networks Seyyed Adel Alavi Fazel, Hamid Mirfenderesk, Michael Blumenstein and Rodger Tomlinson 4:40PM NeuCube(ST) for Spatio-Temporal Data Predictive Modelling with a Case Study on Ecological Data Enmei Tu, Nikola Kasabov, Muhaini Othman, Yuxiao Li, Susan Worner, Jie Yang and Zhenghong Jia 5:00PM Evolving Connectionist Systems Can Predict Outbreaks of the Aphid Rhopalosiphum Padi Michael Watts
74 5:20PM Support Vector Regression of Multiple Predictive Models of Downward Short-Wave Radiation Pavel Kromer, Petr Musilek, Emil Pelikan, Pavel Krc, Pavel Jurus and Krystof Eben 5:40PM Applying Computational Intelligence Methods to Modeling and Predicting Common Bean Germination Rates Andre Bianconi, Michael Watts, Yanbo Huang, A. B. S. Serapiao, Jose Silvio Govone, X. Mi, Gustavo Habermann and Alessandro Ferrarini 6:00PM Contamination Event Detection in Drinking Water Systems Using a Real-Time Learning Approach Demetrios Eliades, Christos Panayiotou and Marios Polycarpou Special Session: MoN2-3 Mind, Brain, Development and Cognitive Algorithms, Chair: Angelo Cangelosi and Leonid Perlovsky, Room: 305B .................................................................................................................. 167 4:00PM Cognitive Functions of Aesthetic Emotions Leonid Perlovsky 4:20PM Locality Linear Fitting One-Class SVM with Low-Rank Constraints for Outlier Detection Sheng Li, Ming Shao and Yun Fu 4:40PM Learning to Interact and Interacting to Learn: Active Statistical Learning in Human-Robot Interaction Chen Yu, Tian Xu, Yiwen Zhong, Seth Foster and Hui Zhang 5:00PM The iCub Learns Numbers: An Embodied Cognition Study Alessandro Di Nuovo, De La Cruz Vivian, Angelo Cangelosi and Santo Di Nuovo 5:20PM Predictive Hebbian Association of Time-Delayed Inputs with Actions in a Developmental Robot Platform Martin F. Stoelen, Davide Marocco, Angelo Cangelosi, Fabio Bonsignorio and Carlos Balaguer 5:40PM A Developmental Perspective on Humanoid Skill Learning Using a Hierarchical SOM-Based Encoding Georgios Pierris and Torbjorn Dahl 6:00PM WWN-9: Cross-Domain Synaptic Maintenance and Its Application to Object Groups Recognition Qian Guo, Xiaofeng Wu and Juyang Weng MoN2-4 Real World Applications I, Chair: Danil Prokhorov, Room: 305C ................................................ 169 4:00PM Tagging Documents Using Neural Networks Based on Local Word Features Arnulfo Azcarraga, Paolo Tensuan and Rudy Setiono 4:20PM Constraint Online Sequential Extreme Learning Machine for Lifelong Indoor Localization System Yang Gu, Junfa Liu, Yiqiang Chen and Xinlong Jiang 4:40PM Intelligent Facial Action and Emotion Recognition for Humanoid Robots Li Zhang, Ming Jiang and Alamgir Hossain 5:00PM Speaker Verification with Deep Features Yuan Liu, Tianfan Fu, Yuchen Fan, Yanmin Qian and Kai Yu 5:20PM Qualitative Approach for Inverse Kinematic Modeling of a Compact Bionic Handling Assistant Trunk Achille Melingui, Rochdi Merzouki, Jean Bosco Mbede, Coralie Escande, Boubaker Daachi and Nabil Benoudjit 5:40PM Automatic Cluster Labeling through Artificial Neural Networks Lucas Lopes, Vinicius Machado and Ricardo Rabelo MoN2-5 Feedforward Neural Networks I, Chair: Meng Joo Er, Room: 305D ............................................. 170 4:00PM A Fast and Effective Extreme Learning Machine Algorithm without Tuning Meng Joo Er, Zhifei Shao and Ning Wang 4:20PM Aggregation of PI-Based Forecast to Enhance Prediction Accuracy Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi and Douglas Creighton 4:40PM GPU Implementation of the Feedforward Neural Network with Modified Levenberg-Marquardt Algorithm Tomislav Bacek, Dubravko Majetic and Danko Brezak
75 5:00PM Coarse and Fine Learning in Deep Networks Anthony Knittel and Alan Blair 5:20PM Constrained Extreme Learning Machine: A Novel Highly Discriminative Random Feedforward Neural Network Wentao Zhu, Jun Miao and Laiyun Qing 5:40PM Self-Learning Recursive Neural Networks for Structured Data Classification Bouchachia Abdelhamid MoN2-6 Time Series Analysis II, Chair: Eros Pasero, Room: 305E ............................................................ 171 4:00PM Data-Aware Remaining Time Prediction of Business Process Instances Mirko Polato, Alessandro Sperduti, Andrea Burattin and Massimiliano de Leoni 4:20PM Forecasting Hourly Electricity Load Profile Using Neural Networks Mashud Rana, Irena Koprinska and Alicia Troncoso 4:40PM Time Series Forecasting via Weighted Combination of Trend and Seasonality Respectively with Linearly Declining Increments and Multiple Sine Functions Wenchao Lao, Ying Wang, Chen Peng, Chengxu Ye and Yunong Zhang 5:00PM A Factor - Artificial Neural Network Model for Time Series Forecasting: The Case of South Africa Ali Babikir and Henry Mwambi 5:20PM A Neural Network Based Approach to Support the Market Making Strategies in High-Frequency Trading Everton Silva, Douglas Castilho, Adriano Pereira and Humberto Brandao 5:40PM A Monte Carlo Strategy for Structured Multiple-Step-Ahead Time Series Prediction Gianluca Bontempi MoN2-7 Hybrid Learning Methods, Chair: Anne Canuto, Room: 303 ........................................................ 172 4:00PM Face Recognition through a Chaotic Neural Network Model Luis Fernando Martins Carlos Jr. and Joao Luis Rosa 4:20PM Confidence Factor and Feature Selection for Semi-Supervised Multi-Label Classification Methods Fillipe Rodrigues, Anne Canuto and Araken Santos 4:40PM Applying the Self-Training Semi-Supervised Learning in Hierarchical Multi-Label Methods Araken Santos and Anne Canuto 5:00PM Sampling-Based Learning Control for Quantum Discrimination and Ensemble Classification Chunlin Chen, Daoyi Dong, Bo Qi, Ian Petersen and Herschel Rabitz 5:20PM An Improved Extreme Learning Machine with Adaptive Growth of Hidden Nodes Based on Particle Swarm Optimization Min-Ru Zhao, Jian-Ming Zhang and Fei Han 5:40PM Structural Representation and Reasoning in a Hybrid Cognitive Architecture John Licato, Ron Sun and Selmer Bringsjord Tuesday, July 8, 1:30PM-3:30PM ............................................................................. 173 Special Session: TuN1-1 International Workshop on Computational Energy Management in Smart Grids I, Chair: Stefano Squartini and Derong Liu, Room: 308 ................................................................................ 173 1:30PM Exploring the Performance of Non-Negative Multi-Way Factorization for Household Electrical Seasonal Consumption Disaggregation Marisa Figueiredo, Bernardete Ribeiro and Ana de Almeida 1:50PM Community Detection Based on Local Topological Information in Power Grid Zengqiang Chen, Zheng Xie and Qing Zhang 2:10PM A Heuristic to Generate Initial Feasible Solutions for the Unit Commitment Problem Yi Sun, Y.S. Albert Lam and O.K. Victor Li
76 2:30PM Computational Intelligence in Smart Water and Gas Grids: An Up-to-Date Overview Marco Fagiani, Stefano Squartini, Leonardo Gabrielli, Mirco Pizzichini and Susanna Spinsante 2:50PM Residential Energy System Control and Management Using A Hill-Climbing Heuristic Method Luiz Carlos Roth, Eugenius Kaszkurewicz and Amit Bhaya Special Session: TuN1-2 Intelligent Vehicle Systems, Chair: Chaomin Luo and Yi Murphey, Room: 305A 174 1:30PM A Computationally Efficient Neural Dynamics Approach to Trajectory Planning of an Intelligent Vehicle Chaomin Luo and Jiyong Gao 1:50PM Decision Tree Assisted EKF for Vehicle Slip Angle Estimation Using Inertial Motion Sensors James Coyte, Boyuan Li, Haiping Du, Weihua Li, David Stirling and Montserrat Ros 2:10PM Traffic Sign Recognition Using a Novel Permutation-Based Local Image Feature Tian Tian, Ishwar Sethi and Patel Nilesh 2:30PM Specific Humidity Forecasting Using Recurrent Neural Network Chen Fang, Xipeng Wang and Yi Murphey 2:50PM A Computationally Efficient Complete Area Coverage Algorithm for Intelligent Mobile Robot Navigation Eene Eu Jan, Shao-Ting Shih, Lun-Ping Hung and Chaomin Luo 3:10PM Intelligent Trip Modeling on Ramps Using Ramp Classification and Knowledge Base Xipeng Wang, Jungme Park, Yi Murphey, Johannes Kristinsson, Ming Kuang and Tony Phillips Special Session: TuN1-3 Biologically Inspired Computational Vision, Chair: Khan Iftekharuddin, Room: 305B ............................................................................................................................................... 175 1:30PM Plant Recognition Based on Intersecting Cortical Model Zhaobin Wang, Xiaoguang Sun, Yaonan Zhang, Yide Ma, Hongjuan Zhang, Yurun Ma and Weiying Xie 1:50PM Image Factorization and Feature Fusion for Enhancing Robot Vision in Human Face Recognition Hui Yu 2:10PM Linear Regression for Head Pose Analysis Hui Yu and Honghai Liu 2:30PM Improved Training of Cellular SRN Using Unscented Kalman Filtering for ADP Lasitha Vidyaratne, Mahbubul Alam, John Anderson and Khan Iftekharuddin 2:50PM Retinal Blood Vessel Segmentation Using Bee Colony Optimisation and Pattern Search Eid Emary, Hossam Zawbaa, Aboul Ella Hassanien, Gerald Schaefer and Ahmad Taher Azar 3:10PM Shoreline Extraction from the Fusion of LiDAR DEM Data and Aerial Images Using Mutual Information and Genetic Algrithms Amr Yousef and Khan Iftekharuddin TuN1-4 Real World Applications II, Chair: Lipo Wang, Room: 305C ........................................................ 176 1:30PM A Novel Fuzzy Multi-Objective Framework to Construct Optimal Prediction Intervals for Wind Power Forecast Abdollah Kavousi-Fard, Abbas Khosravi and Saeid Nahavandi 1:50PM AORS: Affinity-Based Outlier Ranking Score Shaohong Zhang, Hau-San Wong, Wen-Jun Shen and Dongqing Xie 2:10PM Applications of Probabilistic Model Based on JoyStick Probability Selector Marko Jankovic and Nikola Georgijevic 2:30PM An Intelligent Analysis and Prediction Model for On-Demand Cloud Computing Systems Xiuju Fu, Xiaorong Li, Yongqing Zhu, Lipo Wang and Siow mong, Rick Goh 2:50PM Learning Using Privileged Information (LUPI) for Modeling Survival Data Han-Tai Shiao and Vladimir Cherkassky
77 3:10PM A Google Approach for Computational Intelligence in Big Data Andreas Antoniades and Clive Cheong Took TuN1-5 Feedforward Neural Networks II, Chair: Brijesh Verma, Room: 305D ......................................... 177 1:30PM Explicit Feature Mapping via Multi-Layer Perceptron and Its Application to Mine-Like Objects Detection Hang Shao and Nathalie Japkowicz 1:50PM Compressing VG-RAM WNN Memory for Lightweight Applications Edilson de Aguiar, Avelino Forechi, Lucas de Paula Veronese, Mariella Berger, Alberto F. De Souza, Claudine Badue and Oliveira-Santos Thiago 2:10PM Data Driven Modeling for UGI Gasification Process via a Variable Structure Genetic BP Neural Network Shida Liu, Zhongsheng Hou and Chenkun Yin 2:30PM MofN Rule Extraction from Neural Networks Trained with Augmented Discretized Input Rudy Setiono, Arnulfo Azcarraga and Yoichi Hayashi 2:50PM Optimizing Configuration of Neural Ensemble Network for Breast Cancer Diagnosis Peter McLeod and Brijesh Verma 3:10PM An Efficient Conjugate Gradient Based Multiple Optimal Learning Factors Algorithm of Multilayer Perceptron Neural Network Xun Cai, Kanishka Tyagi and Michael T Manry TuN1-6 Supervised Learning I, Chair: Jose Principe, Room: 305E ............................................................ 178 1:30PM Imputation of Missing Data Supported by Complete p-Partite Attribute-Based Decision Graphs Joao Bertini, Maria Nicoletti and Liang Zhao 1:50PM An Asymmetric Stagewise Least Square Loss Function for Imbalanced Classification Guibiao Xu, Bao-Gang Hu and Jose Principe 2:10PM An Analysis Based on F-Discrepancy for Sampling in Regression Tree Learning Cristiano Cervellera, Mauro Gaggero and Danilo Maccio 2:30PM Coupled Fuzzy k-Nearest Neighbors Classification of Imbalanced Non-IID Categorical Data Chunming Liu, Longbing Cao and Philip S Yu 2:50PM Wind Power Forecasting- An Application of Machine Learning in Renewable Energy Jawad Ali, Gul Muhammad Khan and Sahibzada Ali Mahmud 3:10PM Signature Identification via Efficient Feature Selection and GPU-Based SVM Classifier Bernardete Ribeiro, Noel Lopes and Joao Goncalves Tuesday, July 8, 3:30PM-6:00PM ............................................................................. 179 Poster Session: PN2 Poster Session 2, Chair: Danil Prokhorov, Room: Posters Area (Level 3) ................... 179 P301 Hopfield Neural Network for Seismic Velocity Picking Kou-Yuan Huang and Jia-Rong Yang P302 Deep Neural Networks for Mandarin Tone Recognition Mingming Chen, Zhanlei Yang and WenJu Liu P303 An Adaptive Multiclass Boosting Algorithm for Classification Shixun Wang, Peng Pan and Yansheng Lu P304 Animal Group Behavioral Model with Evasion Mechanism Zhiping Duan and Xiaodong Gu P305 Superpixel Appearance and Motion Descriptors for Action Recognition Xuan Dong, Ah-Chung Tsoi and Sio-Long Lo P306 Structured Sparse Coding Method for Infrared Small Target Detection in Video Sequence Chunwei Yang, Huaping Liu, Shouyi Liao and Shicheng Wang
78 P307 Human Activity Recognition Using Smart Phone Embedded Sensors: A Linear Dynamical Systems Method Wen Wang, Huaping Liu, Lianzhi Yu and Fuchun Sun P308 Effect of Spectrum Occupancy on the Performance of a Real Valued Neural Network Based Energy Detector Adeiza James Onumanyi, Elizabeth Onwuka, Abiodun Musa Aibinu, Okechukwu Ugweje and Momoh Jimoh Salami P309 Scale Invariant Feature Transform Flow Trajectory Approach with Applications to Human Action Recognition Jia-Tao Zhang, Ah-Chung Tsoi and Sio-Long Lo P310 An Effective Criterion for Pruning Reservoir's Connections in Echo State Networks Simone Scardapane, Gabriele Nocco, Danilo Comminiello, Michele Scarpiniti and Aurelio Uncini P311 Similarity-Balanced Discriminant Neighborhood Embedding Chuntao Ding, Li Zhang, Yaping Lu and Shuping He P312 Stability of a Neutral Delay Neuron System in the Critical Case Xiaofeng Liao P313 Further Enhancements in WOM Algorithm to Solve the Local Minimum and Flat-Spot Problem in Feed-Forward Neural Networks Chi Chung Cheung, Sin Chun Ng, Andrew K Lui and Sean Shensheng Xu P314 Extending Dynamic SOMs to Capture Incremental Changes in Data Thushan Ganegedara, Lasindu Vidana Pathiranage, Ruwan Gunarathna, Buddhima Wijeweera, Amal Shehan and Damminda Alahakoon P315 Application of Fuzzy Systems in the Control of a Shunt Active Power Filter with Four-Leg Topology Edson Junior Acordi, Ivan Nunes Silva and Ricardo Quadros Machado P316 Highly Sensitive Weak Signal Acquisition Method for GPS/Compass Song Li, Qing-ming Yi, Min Shi and Qing Chen P317 Mining User Tasks from Print Logs Xin Li, Lei Zhang, Ping Luo, Enhong Chen, Guandong Xu, Yu Zong and Chu Guan P318 Adaptive Backstepping-Based Nonlinear Disturbance Observer for Fin Stabilizer System Weiwei Bai and Tieshan Li P319 Multiagent Evolutionary Design of Flexible Beta Basis Function Neural Tree Marwa Ammar, Souhir Bouaziz, Adel M. Alimi and Ajith Abraham P320 Similarity Michaelis-Menten Law Pre-Processing Descriptor for Face Recognition Suli Ji, Baochang Zhang, Dandan Du and Jianzhuang Liu P321 Single Image Super-Resolution via Learned Representative Features and Sparse Manifold Embedding Liao Zhang, Shuyuan Yang, Jiren Zhang and Licheng Jiao P322 Facial Expression Recognition under Random Block Occlusion Based on Maximum Likelihood Estimation Sparse Representation S. S. Liu, Y. Zhang and K. P. Liu P323 Non-Singular Terminal Sliding Mode Control for Landing on Asteroids Based on RBF Neural Network K. P. Liu, F. X. Liu, S. S. Liu and Y. C. Li P324 Automatic Forest Species Recognition Based on Multiple Feature Sets Marcelo N. Kapp, Rodrigo Bloot, Paulo R. Cavalin and Luiz E. S. Oliveira P325 Approximate Planning in POMDPs via MDP Heuristic Yong Lin, Xingjia Lu and Makedon Fillia P326 A Neural Network Left-Inversion Flux Estimation for Induction Motor Filed-Oriented Control Hao Zhang, Guohai Liu, Li Qu and Yan Jiang P327 The Transformer Fault Diagnosis Combing KPCA with PNN Chenxi Dai, Zhigang Liu and Yan Cui
79 P328 Classifying Web Documents Using Term Spectral Transforms and Multi-Dimensional Latent Semantic Representation Haijun Zhang, Shifu Bie and Bin Luo P329 A Hopfield Neural Network Based Algorithm for Haplotype Assembly from Low-Quality Data Xiao Chen, Qinke Peng, Libin Han and Xiao Wang P330 Distributed Control for Second-Order Leader-Following Multi-Agent Systems with Heterogeneous Leader Hongjing Liang, Yingchun Wang, Zhanshan Wang and Huaguang Zhang P331 A Multiplicative Update Algorithm for Nonnegative Convex Polyhedral Cone Learning Qizhao Cai, Kan Xie and Zhaoshui He P332 Neural-Based Adaptive Integral Sliding Mode Tracking Control for Nonlinear Interconnected Systems Wen-Shyong Yu and Chien-Chih Weng P333 IR Remote Sensing Image Registration Based on Multi-Scale Feature Extraction Jun Kong, Min Jiang and Yi-Ning Sun P334 Learning Rates of Neural Network Estimators via the New FNNs Operators Yi Zhao and Dansheng Yu P335 Image Encryption Based on Compressed Sensing and Blind Source Separation Zuyuan Yang, Yong Xiang and Chuan Lu P336 A Modular Neural Network Architecture that Selects a Different Set of Features per Module Diogo Severo, Everson Verissimo, George Cavalcanti and Ing Ren Tsang P337 Extracting Nonlinear Correlation for the Classification of Single-Trial EEG in a Finger Movement Task Jun Lu, Kan Xie and Zeng Tang P338 Vessel Maneuvering Model Identification Using Multi-Output Dynamic Radial-Basis-Function Networks Ning Wang, Nuo Dong and Min Han P339 Intrusion Detection Using a Cascade of Boosted Classifiers (CBC) Mubasher Baig, El-Sayed El-Alfy and Mian Awais P340 Data Dimensionality Reduction Approach to Improve Feature Selection Performance Using Sparsified SVD Pengpeng Lin, Jun Zhang and Ran An P341 Visualization and Pattern Discovery of Social Interactions and Repost Propagation in Sina Weibo Xuming Huang, Cong Quan, Shuwei Liu and Yuanyuan Man P342 A Transductive Support Vector Machine with Adjustable Quasi-Linear Kernel for Semi-Supervised Data Classification Bo Zhou, Chenlong Hu and Jinglu Hu P343 Multi-Kernel Linear Programming Support Vector Regression with Prior Knowledge Jinzhu Zhou P344 An Autonomous Trader Agent for the Stock Market Based on Online Sequential Extreme Learning Machine Ensemble Rodolfo C. Cavalcante and Adriano Oliveira P345 An Ordinal Kernel Trick for a Computationally Efficient Support Vector Machine Yara Rizk, Nicholas Mitri and Mariette Awad
80 Tuesday, July 8, 4:00PM-6:00PM ............................................................................. 186 Special Session: TuN2-1 International Workshop on Computational Energy Management in Smart Grids II, Chair: Dongbin Zhao and Haibo He, Room: 308 ........................................................................................ 186 4:00PM Kernel Canonical Variate Analysis Based Management System for Monitoring and Diagnosing Smart Homes Andrea Giantomassi, Francesco Ferracuti, Sabrina Iarlori, Sauro Longhi, Alessandro Fonti and Gabriele Comodi 4:20PM Frequency Control Using On-Line Learning Method for Island Smart Grid with EVs and PVs Yufei Tang, Jun Yang, Jun Yan, Zhili Zeng and Haibo He 4:40PM Home Energy Management Benefits Evaluation Through Fuzzy Logic Consumptions Simulator Lucio Ciabattoni, Massimo Grisostomi, Gianluca Ippoliti and Sauro Longhi 5:00PM Reactive Power Control of DFIG Wind Farm Using Online Supplementary Learning Controller Based on Approximate Dynamic Programming Wentao Guo, Feng Liu, Dawei He, Jennie Si, Ronald Harley and Shengwei Mei 5:20PM A Hierarchical Classification Algorithm for Evaluating Energy Consumption Behaviors Li Bu, Dongbin Zhao, Yu Liu and Qiang Guan Special Session: TuN2-2 Neural Networks Applied to Vision and Robotics I, Chair: Jose Garcia Rodriguez and Jorge Azorin, Room: 305A .................................................................................................................. 187 4:00PM Augmenting the NEAT Algorithm to Improve Its Temporal Processing Capabilities Pilar Caamano, Francisco Bellas and Richard Duro 4:20PM 3D Colour Object Reconstruction Based on Growing Neural Gas Sergio Orts-Escolano, Jose Garcia-Rodriguez, Vicente Morell, Miguel Cazorla and Juan Manuel Garcia-Chamizo 4:40PM 3D Maps Representation Using GNG Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano and Jose Garcia-Rodriguez 5:00PM Intelligent Visual Servoing for Nonholonomic Mobile Robots Carlos Lopez-Franco, Michel Lopez-Franco, Edgar Sanchez and Alma Y. Alanis 5:20PM A Predictive Model for Recognizing Human Behaviour Based on Trajectory Representation Jorge Azorin-Lopez, Marcelo Saval-Calvo, Andres Fuster-Guillo and Antonio Oliver-Albert 5:40PM Facial Expressions Recognition System Using Bayesian Inference Maninderjit Singh, Anima Majumder and Laxmidhar Behera Special Session: TuN2-3 Autonomous Learning, Chair: Plamen Angelov and Asim Roy, Room: 305B ....... 188 4:00PM A Computationally Fast Interval Type-2 Neuro-Fuzzy Inference System and Its Meta-Cognitive Projection Based Learning Algorithm Ankit Kumar Das, Kartick Subramanian and Suresh Sundaram 4:20PM WWN: Integration with Coarse-to-Fine, Supervised and Reinforcement Learning Zejia Zheng, Juyang Weng and Zhengyou Zhang 4:40PM From Here to AGI: A Roadmap to the Realization of Human-Level Artificial General Intelligence Ben Goertzel 5:00PM A Fast Learning Variable Lambda TD Model Used to Realize Home Aware Robot Navigation Abdulrahman Altahhan 5:20PM User Daily Activity Pattern Learning: A Multi-Memory Modeling Approach Shan Gao and Ah-Hwee Tan 5:40PM Mobile Humanoid Agent with Mood Awareness for Elderly Care Di Wang and Ah-Hwee Tan 6:00PM A New Unsupervised Approach to Fault Detection and Identification Bruno Costa, Plamen Angelov and Luiz Guedes
81 TuN2-4 Machine Learning: Complexity and Optimization, Chair: Albert Lam, Room: 305C .................... 189 4:00PM Dimensionality Reduction Assisted Tensor Clustering Yanfeng Sun, Junbin Gao, Xia Hong, Yi Guo and Chris Harris 4:20PM Particle Swarm Optimization for Convolved Gaussian Process Models Gang Cao, Edmund M-K Lai and Fakhrul Alam 4:40PM A Flocking-Like Technique to Perform Semi-Supervised Learning Roberto Gueleri, Thiago Cupertino, Andre Carvalho and Liang Zhao 5:00PM Finding Convex Hull Vertices in Metric Space Jinhong Zhong, Ke Tang and Kai Qin 5:20PM An Identifying Function Approach for Determining Structural Identifiability of Parameter Learning Machines Zhi-Yong Ran and Bao-Gang Hu 5:40PM Detection of Non-Structural Outliers for Microarray Experiments Zihua Yang and ZhengRong Yang TuN2-5 Feature Extraction and Intelligent Systems, Chair: Sung-Bae Cho, Room: 305D ........................... 190 4:00PM Variable Selection for Regression Problems Using Gaussian Mixture Models to Estimate Mutual Information Emil Eirola, Amaury Lendasse and Juha Karhunen 4:20PM Scene Image Classification Using a Wigner-Based Local Binary Patterns Descriptor Atreyee Sinha, Sugata Banerji and Chengjun Liu 4:40PM Integrating Supervised Subspace Criteria with Restricted Boltzmann Machine for Feature Extraction Guo-Sen Xie, Xu-Yao Zhang, Yan-Ming Zhang and Cheng-Lin Liu 5:00PM Semi-Supervised Sparse Coding Jim Jing-Yan Wang and Xin Gao 5:20PM Investigation of Multi-Layer Perceptron with Pulse Glial Chain Based on Individual Inactivity Period Chihiro Ikuta, Yoko Uwate and Yoshifumi Nishio 5:40PM Identification of Meat Spoilage by FTIR Spectroscopy and Neural Networks Vassilis Kodogiannis, Ilias Petrounias and Eva Kontogianni TuN2-6 Supervised Learning II, Chair: Fakhri Karray, Room: 305E ......................................................... 191 4:00PM Max-Dependence Regression Pouria Fewzee, Ali-Akbar Samadani, Dana Kulic and Fakhri Karray 4:20PM K-Associated Optimal Network for Graph Embedding Dimensionality Reduction Murillo Carneiro, Thiago Cupertino and Liang Zhao 4:40PM Max-Margin Latent Feature Relational Models for Entity-Attribute Networks Fei Xia, Ning Chen, Jun Zhu, Aonan Zhang and Xiaoming Jin 5:00PM Dual Instance and Attribute Weighting for Naive Bayes Classification Jia Wu, Shirui Pan, Zhihua Cai, Xingquan Zhu and Chengqi Zhang 5:20PM Learning from Combination of Data Chunks for Multi-Class Imbalanced Data Xu-Ying Liu and Qian-Qian Li 5:40PM Dual Deep Neural Network Approach to Matching Data in Different Modes Mark Eastwood and Chrisina Jayne Wednesday, July 9, 1:30PM-3:30PM ........................................................................ 193 Special Session: WeN1-1 International Workshop on Computational Energy Management in Smart Grids III, Chair: Stefano Squartini and Francesco Piazza, Room: 308 ....................................................................... 193 1:30PM Computational Framework Based on Task and Resource Scheduling for Micro Grid Design Marco Severini, Stefano Squartini and Francesco Piazza
82 1:50PM An Optimal Real-Time Pricing for Demand-Side Management: A Stackelberg Game and Genetic Algorithm Approach Fan-Lin Meng and Xiao-Jun Zeng 2:10PM A Simulation Based Approach to Forecast a Demand Load Curve for a Container Terminal Using Battery Powered Vehicles Nico Grundmeier, Norman Ihle, Axel Hahn, Claas Meyer-Barlag and Serge Runge 2:30PM Fuzzy Power Management for Environmental Monitoring Systems in Tropical Regions Asher G. Watts, Michal Prauzek, Petr Musilek, Emil Pelikan and Arturo Sanchez-Azofeifa 2:50PM Solar Radiation Forecasting under Asymmetric Cost Functions Seyyed A. Fatemi and Anthony Kuh 3:10PM Selection of Weighing Functions in H-infinity Controller Design Using PBIL Prosser Munawa and Komla Folly Special Session: WeN1-2 International Workshop on Advances in Learning from/with Multiple Learners, Chair: Nistor Grozavu and Guenael Cabanes, Room: 305A ....................................................................... 194 1:30PM Feature Ensemble Learning Based on Sparse Autoencoders for Image Classification Yaping Lu, Li Zhang, Bangjun Wang and Jiwen Yang 1:50PM A Review of Adaptive Feature Extraction and Classification Methods for EEG-Based Brain-Computer Interfaces Shiliang Sun and Jin Zhou 2:10PM Diversity Analysis in Collaborative Clustering Nistor Grozavu, Guenael Cabanes and Younes Bennani 2:30PM Solving Unbalanced Problems in Similarity Learning Using SVM Ensemble Peipei Xia and Li Zhang 2:50PM Sharing Information on Extended Reachability Goals Over Propositionally Constrained Multi-Agent State Spaces Anderson Araujo and Carlos Henrique Ribeiro 3:10PM A New Ensemble Method for Multi-Label Data Stream Classification in Non-Stationary Environment Ge Song and Yunming Ye 3:30PM An Evaluation of the Environmental Sustainability Index in Terms of Its Prediction and Clustering Capabilities Tatiana Tambouratzis Special Session: WeN1-3 Machine Learning for Computer Vision I, Chair: Brijesh Verma and Mohammed Bennamoun, Room: 305B ........................................................................................................................... 195 1:30PM Retinal Vessel Segmentation Based on Possibilistic Fuzzy c-means Clustering Optimised with Cuckoo Search Eid Emary, Hossam Zawbaa, Aboul Ella Hassanien, Gerald Schaefer and Ahmad Taher Azar 1:50PM Large Margin Image Set Representation and Classification Jim Jing-Yan Wang, Majed Alzahrani and Xin Gao 2:10PM Improving Machine Vision via Incorporating Expectation-Maximization into Deep Spatio-Temporal Learning Min Jiang, Yulong Ding, Goertzel Ben, Zhongqiang Huang and Fei Chao 2:30PM Low-Rank Representation Based Action Recognition Xiangrong Zhang, Yang Yang, Hanghua Jia, Huiyu Zhou and Licheng Jiao 2:50PM Interpolating Deep Spatio-Temporal Inference Network Features for Image Classification Yongfeng Zhang, Changjing Shang and Qiang Shen 3:10PM A Study on Word-Level Multi-Script Identification from Video Frames Nabin Sharma, Umapada Pal and Michael Blumenstein
83 WeN1-4 Intelligent Systems and Applications, Chair: Ivo Bukovsky, Room: 305C ..................................... 196 1:30PM B-Spline Neural Network Based Single-Carrier Frequency Domain Equalization for Hammerstein Channels Xia Hong, Sheng Chen and Chris Harris 1:50PM Coordinated Pattern Tracking of Multiple Marine Surface Vehicles with Uncertain Kinematics and Kinetics Zhouhua Peng, Dan Wang, Hao Wang and Wei Wang 2:10PM A Real-Time Driver Identification System Based on Artificial Neural Networks and Cepstral Analysis Ines del Campo, Raul Finker, Victoria Martinez, Javier Echanobe and Faiyaz Doctor 2:30PM An Approach to Exploit Non-Optimized Data for Efficient Control of Unknown Systems through Neural and Kernel Models Cristiano Cervellera, Mauro Gaggero, Danilo Maccio and Roberto Marcialis 2:50PM Neural Network Approach to Hoist Deceleration Control Peter Benes and Ivo Bukovsky WeN1-5 Unsupervised Learning and Clustering I, Chair: Fuchun Sun, Room: 305D ................................. 197 1:30PM A Locally Adaptive Boundary Evolution Algorithm for Novelty Detection Using Level Set Methods Xuemei Ding, Yuhua Li, Ammar Belatreche and Liam Maguire 1:50PM Tensor LRR Based Subspace Clustering Yifan Fu, Junbin Gao, David Tien and Zhouchen Lin 2:10PM A Kernel K-Means Clustering Algorithm Based on an Adaptive Mahalanobis Kernel Marcelo Ferreira and Francisco De Carvalho 2:30PM A New Distance Metric for Unsupervised Learning of Categorical Data Hong Jia and Yiu-ming Cheung 2:50PM Box-Constrained Projective Nonnegative Matrix Factorization via Augmented Lagrangian Method Xiang Zhang, Naiyang Guan, Long Lan, Dacheng Tao and Zhigang Luo 3:10PM A Survey of Distance / Similarity Measures For Categorical Data Madhavi Alamuri, Bapi Raju Surampudi and Atul Negi WeN1-6 Supervised and Semi-Supervised Learning, Chair: Marley Vellasco, Room: 305E ........................ 198 1:30PM Lattice Sampling for Efficient Learning with Nadaraya-Watson Local Models Cristiano Cervellera, Mauro Gaggero, Danilo Maccio and Roberto Marcialis 1:50PM Trimmed Affine Projection Algorithms Badong Chen, Xiaohan Yang, Hong Ji, Hua Qu, Nanning Zheng and Jose Principe 2:10PM Reconstructable Generalized Maximum Scatter Difference Discriminant Analysis Kai Huang and Liqing Zhang 2:30PM Music Genre Classification Using On-Line Dictionary Learning M. Srinivas, Debaditya Roy and C. Krishna Mohan 2:50PM Semi-Supervised Local-Learning-Based Feature Selection Jim Jing-Yan Wang, Jin Yao and Yijun Sun Industrial Session: WeN1-7 CI on Control Systems, Chair: Ruben Morales-Menendez and Aguilar Jose, Room: 303 .................................................................................................................................................. 199 1:30PM Experimental ANN-Based Modeling of an Adjustable Damper Juan Carlos Tudon-Martinez, Ruben Morales-Menendez, Ricardo A Ramirez-Mendoza and Luis E Garza-Castanon 1:50PM Scaling-Up Action Learning Neuro-Controllers with GPUs Martin Peniak and Angelo Cangelosi 2:10PM Application of Genetic Algorithms to Neural Networks Based Control of a Liquid Level Tank System Kristina Vassiljeva, Juri Belikov and Eduard Petlenkov
84 2:30PM Hybrid Intelligent Supervision Model of Oil Wells Edgar Camargo and Aguilar Jose 2:50PM Fuzzy Adaptive Cruise Control System with Speed Sign Detection Capability Raazi Rizvi, Shivam Kalra, Chirag Gosalia and Rahnamayan Shahryar 3:10PM Soft Computing Techniques Based Optimal Tuning of Virtual Feedback PID Controller for Chemical Tank Reactor Manikandan Pandiyan WeI1-1 Intel Special Session on Big Data Analytics, Chair: Catherine Huang, Room: 311A ....................... 200 1:30PM Practice in Analyzing Corporate Textual Data Phil Tian 1:50PM Intel Hadoop and Its Use Cases Keith Qi 2:10PM Big Data Foundation Platform for Video Analytics Albert Hu 2:30PM Cloud based Air Quality Monitoring at Scale Fred Jiang 2:50PM Big Data Foundation Platform for Video Analytics Demo Albert Hu 3:10PM Cloud based Air Quality Monitoring at Scale Demo Fred Jiang Wednesday, July 9, 3:30PM-6:00PM ........................................................................ 200 Poster Session: PN3 Poster Session 3, Chair: Manuel Roveri, Room: Posters Area (Level 3) ...................... 200 P501 An Implementation of the Path Integrator Mechanism of Head Direction Cells for Bio-Mimetic Navigation Ankur Sinha and Jack Wang P502 A Legged Central Pattern Generation Model for Autonomous Gait Transition. Zhijun Yang, Rocha Marlon, Lima Priscila, Karamanoglu Mehmet and Franca Felipe P503 An Algorithm for Real-Time Object Tracking in Complex Environment Dongxu Gao, Jiangtao Cao and Zhaojie Ju P504 Robust Prediction in Nearly Periodic Time Series Using Motifs Woon Huei Chai, Hongliang Guo and Shen-Shyang Ho P505 A Hybrid Coupled k-Nearest Neighbor Algorithm on Imbalance Data Chunming Liu, Longbing Cao and Philip S Yu P506 A Consensus-Based Semi-Supervised Growing Neural Gas Vinicius Maximo, Marcos Quiles and Maria Nascimento P507 Bio-Inspired Architecture for a Reactive-Deliberative Robot Controller Fabian Rubilar, Maria-Jose Escobar and Tomas Arredondo P508 Improved Keyword Spotting System by Optimizing Posterior Confidence Measure Vector Using Feed-Forward Neural Network Yuchen Liu, Mingxing Xu and Lianhong Cai P509 Agglomerative Clustering of Defects in Ultrasonic Non-Destructive Testing Using Hierarchical Mixtures of Independent Component Analyzers Addisson Salazar, Jorge Igual and Luis Vergara P510 Completed Hybrid Local Binary Pattern for Texture Classification Jing-Hua Yuan, Hao-Dong Zhu, Yong Gan and De-Shuang Huang P511 Pitch Estimation Using Non-Negative Matrix Factorization Ryan Burt, Goktug Cinar and Jose Principe
85 P512 On the Dynamics of the High Order Type of Neural Networks with Time Varying Coefficients and Mixed Delay Hajer Brahmi, Boudour Ammar, Farouk Cherif and Adel M. Alimi P513 DL-Pro: A Novel Deep Learning Method for Protein Model Quality Assessment Son Nguyen, Yi Shang and Dong Xu P514 Mimicking the Worm - An Adaptive Spiking Neural Circuit for Contour Tracking Inspired by C. Elegans Thermotaxis Ashish Bora, Arjun Rao and Bipin Rajendran P515 Neural Approach for Bearing Fault Classification in Induction Motors by Using Motor Current and Voltage W. F. Godoy, I. N. da Silva, A. Goedtel, R. H. C. Palacios and W. S. Gongora P516 Efficient Class Incremental Learning for Multi-Label Classification of Evolving Data Streams Zhongwei Shi, Yimin Wen and Yun Xue P517 Probabilistic Point Set Matching with Gaussian Mixture Model Han-Bing Qu and Jia-Qiang Wang P518 EEG Analysis for Cognitive Failure Detection in Driving Using Neuro-Evolutionary Synergism Anuradha Saha, Amit Konar, Ritambhar Burman and Atulya Nagar P519 Multi-Objective Optimization of a Hybrid Model for Network Traffic Classification by Combining Machine Learning Techniques Zuleika Nascimento, Djamel Sadok, Stenio Fernandes and Judith Kelner P520 Learning Motion-Difference Features Using Gaussian Restricted Boltzmann Machines for Efficient Human Action Recognition Tran Son, Benetos Emmanouil and Garcez Artur P521 Color Image Processing Based on Nonnegative Matrix Factorization with Convolutional Neural Network Thanh Xuan Luong, Bo-Kyeong Kim and Soo-Young Lee P522 Bottom-Up Model of Visual Saliency: A Viewpoint Based on Efficient Coding Hypothesis Hao Zhu and Biao Han P523 Using Self-Organizing Incremental Neural Network (SOINN) for Radial Basis Function Networks Jie Lu, Furao Shen and Jinxi Zhao P524 A New Multi-Task Learning Based Wi-Fi Location Approach Using $L_1/2$-Norm Wentao Mao, Haicheng Wang and Shangwang Liu P525 A Combined Model for Scan Path in Pedestrian Searching Lijuan Duan, Zeming Zhao, Wei Ma, Jili Gu, Yuanhua Qiao and Zhen Yang P526 Gain Parameters Based Complex-Valued BackPropagation Algorithm for Learning and Recognizing Hand Gestures Yuanshan Liu, He Huang and Tingwen Huang P527 Tension Identification of Two-Motor System Based on Neural Network Left-Inverse Guohai Liu, Zhennan Cai, Wenxiang Zhao, Hao Zhang, Yan Jiang and Yaojie Mi P528 Sideslip Angle Soft-Sensor Based on Neural Network Left Inversion for Multi-Wheel Independently Driven Electric Vehicles Penghu Miao, Guohai Liu, Duo Zhang, Yan Jiang, Hao Zhang and Huawei Zhou P529 Fast Support Vector Data Description Training Using Edge Detection on Large Datasets Chenlong Hu, Bo Zhou and Jinglu Hu P530 A Half-Split Grid Clustering Algorithm by Simulating Cell Division Wenxiang Dou and Jinglu Hu P531 Stochastic Gradient Based Iterative Identification Algorithm for a Class of Dual-Rate Wiener Systems Jing Leng, Junpeng Li, Changchun Hua and Xinping Guan P532 Wiener Model Identification of Blast Furnace Ironmaking Process Based on Laguerre Filter and Linear Programming Support Vector Regression Xia Xu, Changchun Hua, Yinggan Tang and Xinping Guan
86 P533 Learning Features from High Speed Train Vibration Signals with Deep Belief Networks Jipeng Xie, Yan Yang, Tianli Li and Weidong Jin P534 A Neural Network and SOM Based Approach to Analyse Periodic Signals: Application to Oyster Heart-Rate Data Andrew Hellicar, Ashfaqur Rahman, Daniel Smith, Greg Smith and John McCulloch P535 Bayesian Network Scores Based Text Localization in Scene Images Khalid Iqbal, Xu-Cheng Yin, Hong-Wei Hao, Sohail Asghar and Hazrat Ali P536 Implementation of Memristive Neural Networks with Spike-Rate-Dependent Plasticity Synapses Yide Zhang, Zhigang Zeng and Shiping Wen P537 Evaluation of Active Position Detection in Vehicular Ad Hoc Networks Kiran Penna, Venkatesh Yalavarthi, Huirong Fu and Ye Zhu P538 Smart Bandwidth Management Using a Recurrent Neuro-Evolutionary Technique Rabia Arshad, Gul Muhammad Khan and Sahibzada Ali Mahmud P539 Analog Memristive Time Dependent Learning Using Discrete Nanoscale RRAM Devices Aniket Singha, Bhaskaran Muralidharan and Bipin Rajendran P540 Data Intensive Parallel Feature Selection Method Study Zhanquan Sun and Zhao Li P541 Kernel Ridge Regression Classification Jinrong He, Lixin Ding, Lei Jiang and Ling Ma P542 Causality Traces for Retrospective Learning in Neural Networks - Introduction of Parallel and Subjective Time Scales Katsunari Shibata P543 Hardware Implementation of KLMS Algorithm Using FPGA Xiaowei Ren, Pengju Ren, Badong Chen, Tai Min and Nanning Zheng P544 Parallelized Neural Networks as a Service Altaf Ahmad Huqqani, Erich Schikuta and Erwin Mann Wednesday, July 9, 4:00PM-6:00PM ........................................................................ 207 Special Session: WeN2-1 Plenary and Discussion Session of International Workshops, Chair: Stefano Squartini and Nistor Grozavu, Room: 308 ................................................................................................. 207 4:00PM Plenary Lecture of the International Workshops Paul Werbos 4:50PM Follow-up Discussion of the Two International Workshops Stefamo Squartini and Nistor Grozavu Special Session: WeN2-2 Learning and Optimization in Multi-criteria Dynamic and Uncertain Environments, Chair: Madalina Drugan and Peter Vrancx, Room: 305A .......................................................................... 207 4:00PM The Scalarized Multi-Objective Multi-Armed Bandit Problem: An Empirical Study of Its Exploration vs. Exploitation Tradeoff Saba Yahyaa, Madalina Drugan and Bernard Manderick 4:20PM Accelerating Learning in Multi-Objective Systems through Transfer Learning Adam Taylor, Ivana Dusparic, Edgar Galvan-Lopez, Siobhan Clarke and Vinny Cahill 4:40PM A Novel Adaptive Weight Selection Algorithm for Multi-Objective Multi-Agent Reinforcement Learning Kristof Van Moffaert, Tim Brys, Arjun Chandra, Lukas Esterle, Peter Lewis and Ann Nowe 5:00PM Multi-Objectivization of Reinforcement Learning Problems by Reward Shaping Tim Brys, Anna Harutyunyan, Peter Vrancx, Matthew E. Taylor, Daniel Kudenko and Ann Nowe 5:20PM Policy Gradient Approaches for Multi-Objective Sequential Decision Making Simone Parisi, Matteo Pirotta, Nicola Smacchia, Luca Bascetta and Marcello Restelli
87 5:40PM Multi-Objective X-Armed Bandits Kristof Van Moffaert, Kevin Van Vaerenbergh, Peter Vrancx and Ann Nowe Special Session: WeN2-3 Machine Learning for Computer Vision II, Chair: Brijesh Verma and Mohammed Bennamoun, Room: 305B ........................................................................................................................... 208 4:00PM An Interpretable Graph-Based Image Classifier Filippo Maria Bianchi, Simone Scardapane, Lorenzo Livi, Aurelio Uncini and Antonello Rizzi 4:20PM Off-Line Handwritten Thai Name Recognition for Student Identification in an Automated Assessment System Hemmaphan Suwanwiwat, Michael Blumenstein, Vu Nguyen and Umapada Pal 4:40PM Feature Extraction in X-Ray Images for Hazelnuts Classification Khosa Ikramullah and Eros Pasero 5:00PM A New Fuzzy Shape Context Approach Based on Multi-Clue and State Reservoir Computing Zhidong Deng, Kelaiti Xiao and Jing Huang 5:20PM Structure-from-Motion Reconstruction Based on Weighted Hamming Descriptors Guoyu Lu, Vincent Ly and Chandra Kambhamettu 5:40PM Local Binary Pattern Based Facial Expression Recognition Using Self-Organizing Map Anima Majumder, Laxmidhar Behera and Venkatesh K. Subramanian WeN2-4 Spiking Neural Networks I, Chair: Nikola Kasabov and Nathan Scott, Room: 305C..................... 209 4:00PM Does Plasticity Promote Criticality ? Filipe Peliz Pinto Teixeira and Murray Shanahan 4:20PM Evolutionary Features and Parameter Optimization of Spiking Neural Networks for Unsupervised Learning Marco Silva, Adriano Koshiyama, Marley Vellasco and Edson Cataldo 4:40PM Stochastic Spiking Neural Networks at the Edge of Chaos J.L. Rossello, V. Canals, A. Oliver and A. Morro 5:00PM Phase Offset Between Slow Oscillatory Cortical Inputs Influences Competition in a Model of the Basal Ganglia Zafeirios Fountas and Murray Shanahan 5:20PM A Sequential Learning Algorithm for a Minimal Spiking Neural Network (MSNN) Classifier Shirin Dora, Sundaram Suresh and Narasimhan Sundararajan 5:40PM Large Scale Parameter Estimation of Nonlinear Dynamic Systems: Application on Spike-In, Spike-Out Neural Models Alireza Dibazar WeN2-5 Unsupervised Learning and Clustering II, Chair: Akira Hirose, Room: 305D .............................. 211 4:00PM An Unsupervised Material Learning Method for Imaging Spectroscopy Johannes Jordan, Elli Angelopoulou and Antonio Robles-Kelly 4:20PM Optimal Reduced Set for Sparse Kernel Spectral Clustering Raghvendra Mall, Siamak Mehrkanoon, Rocco Langone and Johan Suykens 4:40PM An Efficient Parallel ISODATA Algorithm Based on Kepler GPUs Shiquan Yang, Jianqiang Dong and Bo Yuan 5:00PM Semi-Supervised Clustering with Pairwise and Size Constraints Shaohong Zhang, Hau-San Wong and Dongqing Xie 5:20PM Multivariate Multi-Scale Gaussian for Microarray Unsupervised Classification Amelia King, Zihua Yang and ZhengRong Yang 5:40PM Hierarchical Linear Dynamical Systems: A New Model for Clustering of Time Series Goktug Cinar, Carlos Loza and Jose Principe
88 WeN2-6 Dynamics of Neural Systems, Chair: Zhanshan Wang, Room: 305E ............................................. 212 4:00PM A Review on Evolution of Lyapunov-Krasovskii Function in Stability Analysis of Recurrent Neural Networks with Single Time-Varying Delay Zhanshan Wang, Zhenwei Shen, Mi Tian and Qihe Shan 4:20PM Stability of Hopfield Neural Networks with Event-Triggered Feedbacks Xinlei Yi, Wenlian Lu and Tianping Chen 4:40PM Nonlinear Responses of an Asynchronous Cellular Automaton Model of Spiral Ganglion Cells Masato Izawa and Hiroyuki Torikai 5:00PM New Method on the Complete Stability of Delayed Cellular Neural Networks Lili Wang and Tianping Chen 5:20PM Reproduction of Forward and Backward Propagations on Dendrites by Multi-Compartment Asynchronous Cell Automaton Neuron Naoki Shimada and Hiroyuki Torikai 5:40PM Phase Cone Detection Optimization in EEG Data Mark Myers, Robert Kozma and Roman Ilin Industrial Session: WeN2-7 CI on Smart Grid and Energy Efficiency, Chair: Marco Mussetta and Timothy Havens, Room: 303 .................................................................................................................................... 212 4:00PM Fault Recognition in Smart Grids by a One-Class Classification Approach Enrico De Santis, Lorenzo Livi, Alireza Sadeghian and Antonello Rizzi 4:20PM Hybrid Model Analysis and Validation for PV Energy Production Forecasting Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta and Emanuele Ogliari 4:40PM Personalized Sensing towards Building Energy Efficiency and Thermal Comfort Huafen Hu, Yonghong Huang, Milan Milenkovic, Chad Miller and Ulf Hanebutte 5:00PM A Supervised Approach to Electric Tower Detection and Classification for Power Line Inspection Carlos Sampedro, Carol Martinez, Aneesh Chauhan and Pascual Campoy 5:20PM Random Forest Based Adaptive Non-Intrusive Load Monitoring Jie Mei, Dawei He, Ronald Harley and Thomas Habetler 5:40PM Fuzzy Logic Controller for Energy Management of Power Split Hybrid Electric Vehicle Transmission Varun Navale and Timothy Havens Special Session: WeC2-1 CIS and WCCI Competition Session, Chair: Swagatam Das and Alessandro Sperduti, Room: 311A ................................................................................................................................ 213 4:00PM IEEE CIS Ghosts Challenge 2013 Alessandro Sperduti 4:45PM Evolutionary Computation for Dynamic Optimization Problems Changhe Li, Michalis Mavrovouniotis, Shengxiang Yang and Xin Yao 5:10PM Optimization of Problems with Multiple Interdependent Components Sergey Polyakovskiy, Markus Wagner, Mohammad Reza Bonyadi, Frank Neumann and Zbignew Michalewicz 5:35PM First Neural Connectomics Challenge: From Imaging to Connectivity Demian Battaglia Thursday, July 10, 1:30PM-3:30PM .......................................................................... 214 Special Session: ThN1-1 Architectures and Theories of the Brain, Chair: Asim Roy, Room: 308 ................ 214 1:30PM Reliable Object Recognition by Using Cooperative Neural Agents Oscar Chang 1:50PM A Nonlinear Model of fMRI BOLD Signal Including the Trend Component Takashi Matsubara, Hiroyuki Torikai, Tetsuya Shimokawa, Kenji Leibnitz and Ferdinand Peper
89 2:10PM How Might the Brain Represent Complex Symbolic Knowledge? Ben Goertzel 2:30PM Statistical Approach for Reconstruction of Dynamic Brain Dipoles Based on EEG Data Petia Georgieva, Filipe SIlva, Lyudmila Mihaylova and Nidhal Bouaynaya 2:50PM Design of the First Neural Connectomics Challenge: From Imaging to Connectivity Isabelle Guyon, Demian Battaglia, Alice Guyon, Javier Orlandi, Mehreen Saeed, Jordi Soriano Fradera, Alexander Statnikov and Olav Stetter 3:10PM A Bridge-Islands Model for Brains: Developing Numeric Circuits for Logic and Motivation Juyang Weng Special Session: ThN1-2 Hybrid Neural Intelligent Systems, Chair: Patricia Melin, Room: 305A ............. 215 1:30PM Selecting and Combining Models with Self-Organizing Maps for Long-Term Forecasting of Chaotic Time Series Rigoberto Fonseca-Delgado and Pilar Gomez-Gil 1:50PM Impulsive Synchronization of Coupled Switched Neural Networks with Impulsive Time Window Xin Wang, Chuandong Li, Tingwen Huang and Xiaofeng Liao 2:10PM Vibrate Synchronizing Function Neural Network Model - Its Backgrounds Yoshitsugu Kakemoto and Shinichi Nakasuka 2:30PM Neural Networks for Runtime Verification Alan Perotti, Artur d'Avila Garcez and Guido Boella Special Session: ThN1-3 Ensemble Systems and Machine Learning, Chair: Marley Vellasco and Teresa Ludermir, Room: 305B .............................................................................................................................. 216 1:30PM Towards Generating Random Forests via Extremely Randomized Trees Le Zhang, Ye Ren and P. N. Suganthan 1:50PM Reservoir Computing Optimization with a Hybrid Method Anderson Sergio and Teresa Ludermir 2:10PM An Empirical Analysis of Ensemble Systems in Cancellable Behavioural Biometrics: A Touch Screen Dataset Marcelo Damasceno de Melo and Anne Canuto 2:30PM Ensemble Learning for Keyword Extraction from Event Descriptions Pedro Geadas, Ana Alves and Bernardete Ribeiro 2:50PM Ensembles Of Evolutionary Extreme Learning Machines through Differential Evolution and Fitness Sharing Tiago Lima and Teresa Ludermir ThN1-4 Reinforcement and Hybrid Learning, Chair: Huaguang Zhang, Room: 305C ............................... 217 1:30PM Unmanned Aerial Vehicles (UAV) Heading Optimal Tracking Control Using Online Kernel-Based HDP Algorithm Fuxiao Tan, Derong Liu, Xinping Guan and Bin Luo 1:50PM Scalarization-Based Pareto Optimal Set of Arms Identification Algorithms Madalina Drugan and Ann Nowe 2:10PM Approximate Model-Assisted Neural Fitted Q-Iteration Thomas Lampe and Martin Riedmiller 2:30PM Explore to See, Learn to Perceive, Get the Actions for Free: SKILLABILITY Varun Kompella, Marijn Stollenga, Matthew Luciw and Juergen Schmidhuber 2:50PM Correntropy Kernel Temporal Differences for Reinforcement Learning Brain Machine Interfaces Jihye Bae, Luis Sanchez Giraldo, Joseph Francis and Jose Principe 3:10PM PROPRE: PROjection and PREdiction for Multimodal Correlations Learning. An Application to Pedestrians Visual Data Discrimination. Mathieu Lefort and Alexander Gepperth
90 ThN1-5 Models of Perception, Cognition and Coordination, Chair: Leonid Perlovsky, Room: 305D .......... 218 1:30PM Pinning Dynamic Complex Networks by Time-Varying Controller-Vertex Set Yujuan Han, Wenlian Lu and Tianping Chen 1:50PM Distributed LQR Design for Multi-Agent Systems on Directed Graph Topologies Tao Feng, Huaguang Zhang, Yanhong Luo and Yingchun Wang 2:10PM Impact of Ratio k on Two-Layer Neural Network with Dynamic Optimal Learning Rate Tong Zhang and C. L. Philip Chen 2:30PM A Neural Model of Mentalization/Mindful Based Psychotherapy Abbas Edalat and Lin Zheng 2:50PM Incremental Face Recognition Using Rehearsal and Recall Processes Sangwook Kim, Mallipeddi Rammohan and Lee Minho 3:10PM On the Relationships Between Social Structures and Acquired Knowledge in Societies Toshihiko Matsuka and Hidehito Honda ThN1-6 Recurrent Neural Networks, Chair: Yunong Zhang, Room: 305E ................................................. 219 1:30PM Case Study of Zhang Matrix Inverse for Different ZFs Leading to Different Nets Dongsheng Guo, Binbin Qiu, Zhende Ke, Zhi Yang and Yunong Zhang 1:50PM Neurodynamics-Based Robust Eigenstructure Assignment for Second-Order Descriptor Systems Xinyi Le, Zheng Yan and Jun Wang 2:10PM Oscillation Analysis of the Solutions for a Four Coupled FHN Network Model with Delays Chunhua Feng and Rejean Plamondon 2:30PM Ideal Modified Adachi Chaotic Neural Networks and Active Shape Model for Infant Facial Cry Detection on Still Image Yosi Kristian, Mochamad Hariadi and Mauridhi Hery Purnomo 2:50PM Three New ZNN Models with Economical Dimension and Exponential Convergence for Real-Time Solution of Moore-Penrose Pseudoinverse Chen Peng, Yingbiao Ling, Ying Wang, Xiaotian Yu and Yunong Zhang 3:10PM A Recurrent Neural Network for Real Time Electrical Microgrid Prototype Optimization Juan Diego Sanchez-Torres, Martin J. Loza-Lopez, Riemann Ruiz-Cruz, Edgar Sanchez and Alexander G. Loukianov Thursday, July 10, 3:30PM-6:00PM .......................................................................... 220 Poster Session: PN4 Poster Session 4, Chair: Pablo Estevez, Room: Posters Area (Level 3) ........................ 220 P701 Compressive Direction-of-Arrival Estimation via Regularized Multiple Measurement FOCUSS Algorithm Shuyuan Yang, Min Wang and Bin Li P702 Effective Identification of a Turbogenerator in a SMIB Power System Using Fuzzy Neural Networks Wissam A. Albukhanajer, Hussein A. Lefta and Abduladhem A. Ali P703 Multi-Agent Systems Applied to Topological Reconfiguration of Smart Power Distribution Systems Filipe Saraiva and Eduardo Asada P704 Heuristically Enhanced Dynamic Neural Networks for Structurally Improving Photovoltaic Power Forecasting Naji Al-Messabi, Cindy Goh, Ibrahim El-Amin and Yun Li P705 Data Mining Paradigm Based on Functional Networks with Applications in Landslide Prediction Ailong Wu, Zhigang Zeng and Chaojin Fu P706 The State of the Art of Memristive Neural Systems: Models and Applications Ailong Wu, Zhigang Zeng and Chaojin Fu P707 Integrating Local and Global Manifold Structures for Unsupervised Dimensionality Reduction Xiaochen Chen, Jia Wei, Jinhai Li and Xiaodong Zhang
91 P708 Moving Towards Accurate Monitoring and Prediction of Gold Mine Underground Dam Levels Ali Hasan and Bhekisipho Twala P709 Convolutional Deep Belief Networks for Feature Extraction of EEG Signal Yuanfang Ren and Yan Wu P710 Newton's Method Backpropagation for Complex-Valued Holomorphic Multilayer Perceptrons Diana La Corte and Yi Ming Zou P711 Fuzzy c-Means Clustering with a New Regularization Term for Image Segmentation Guangpu Shao P712 Direct Adaptive Neural Network Control of a Class of Nonlinear Systems Baobin Miao and Tieshan Li P713 Hybrid SVM/HMM Architectures for Statistical Model-Based Voice Activity Detection YingWei Tan, WenJu Liu, Wei Jiang and Hao Zheng P714 Novel Stability Criteria of T-S Fuzzy Hopfield Neural Networks with Time-Varying Delays and Uncertainties Caigen Zhou, Xiaoqin Zeng and Jianjiang Yu P715 A Collaborative Filtering Framework Based on Local and Global Similarities with Similarity Tie-Breaking Criteria Andre Lopes, Ricardo Prudencio and Byron Bezerra P716 SVM Classification for Imbalanced Data Sets Using Conformal Kernel Transformations Yong Zhang, Panpan Fu and Wenzhe Liu P717 Analysis of Disease Association and Susceptibility for SNP Data Using Emotional Neural Networks Xiao Wang, Qinke Peng and Tao Zhong P718 Artificial Immune System Application for Solving Dynamic Optimization Problems Zhijie Li, Yuanxiang Li, Kuang Li and Fei Yu P719 Synchronization Control of Hybrid-Coupled Heterogeneous Complex Networks Jianqiang Hu, Jinling Liang and Jinde Cao P720 Robust LS-SVR Based on Variational Bayesian and Its Applications Kefeng Ning, Min Liu, Mingyu Dong and Zhansong Wu P721 Label Propagation and Soft-Similarity Measure for Graph Based Constrained Semi-Supervised Learning Zhao Zhang, Mingbo Zhao and Tommy W.S. Chow P722 An Improved RBM Based on Bayesian Regularization Guangyuan Pan and Junfei Qiao P723 On the Cooperative Observability of a Continuous-Time Linear System on an Undirected Network Henghui Zhu, Kexin Liu, Jinhu Lu, Zongli Lin and Yao Chen P724 Robust Bilinear Matrix Recovery by Tensor Low-Rank Representation Zhao Zhang and Mingbo Zhao P725 Using Chou's Amphiphilic Pseudo-Amino Acid Composition and Extreme Learning Machine for Prediction of Protein-Protein Interactions Qiao-Ying Huang, Zhu-Hong You, Shuai Li and Zexuan Zhu P726 Joint Multiple Dictionary Learning for Tensor Sparse Coding Yifan Fu, Junbin Gao, Yanfeng Sun and Xia Hong P727 Dependent Stotchastic Blockmodels Eunsil Gim, Juho Lee and Seungjin Choi P728 Splitted Neural Networks for Better Performance of Antenna Optimization Linh Ho Manh, Francesco Grimaccia, Marco Mussetta and Riccardo E. Zich P729 Learning Features with Structure-Adapting Multi-View Exponential Family Harmoniums Kang Yoonseop and Choi Seungjin P730 Outdoor Scene Understanding Using SEVI-BOVW Model Haibing Zhang, Shirong Liu and Chaoliang Zhong
92 P731 Global Exponential Stability of Delayed Hopfield Neural Network on Time Scale Xuehui Mei and Haijun Jiang P732 Application of Neural Networks to Evaluate Experimental Data of Galvanic Zincing Peter Michal, Jan Pitel, Alena Vagaska and Ivo Bukovsky P733 Iris Liveness Detection Methods in the Mobile Biometrics Scenario Ana F. Sequeira, Juliano Murari and Jaime S. Cardoso P734 Nonnegative Shifted Tensor Factorization in Time Frequency Domain Qiang Wu, Ju Liu, Fengrong Sun, Jie Li and Andrzej Cichocki P735 Modeling of Vertical Mill Raw Meal Grinding Process and Optimal Setting of Operating Parameters Based on Wavelet Neural Network Xiaofeng Lin and Zhe Qian P736 Kernel Robust Mixed-Norm Adaptive Filtering Jin Liu, Hua Qu, Badong Chen and Wentao Ma P737 Soft-Constrained Nonnegative Matrix Factorization via Normalization Long Lan, Naiyang Guan, Xiang Zhang, Dacheng Tao and Zhigang Luo P738 Latency-Based Probabilistic Information Processing in a Learning Feedback Hierarchy Alexander Gepperth P739 Improving the Genetic-Algorithm-Optimized Wavelet Neural Network for Stock Market Prediction Yu Fang, Kamaladdin Fataliyev, Lipo Wang, Xiuju Fu and Yaoli Wang P740 Optimal Software Maintenance Policy Based on Reliability and Risk Xiaoping Wang, Fang Zhou and Yi Shen P741 Forecasting Electricity Consumption in South Africa: ARMA, Neural Networks and Neuro-Fuzzy Systems Lufuno Marwala and Twala Bhekisipho P742 PVis - Partitions' Visualizer: Extracting Knowledge by Visualizing a Collection of Partitions Katti Faceli, Tiemi Sakata, Andre Carvalho and Marcilio de Souto Thursday, July 10, 4:00PM-6:00PM .......................................................................... 226 Special Session: ThN2-1 Applications of Neural Networks for Financial Modeling and Forecasting, Chair: Massimo Panella, Room: 308 .......................................................................................................... 226 4:00PM Adaptively Weighted Support Vector Regression for Financial Time Series Prediction Zhijie Li, Yuanxiang Li, Fei Yu and Dahai Ge 4:20PM A Higher-Order Fuzzy Neural Network for Modeling Financial Time Series Massimo Panella, Luca Liparulo and Andrea Proietti 4:40PM Beating The S-and-P 500 Index - A Successful Neural Network Approach Mininder Sethi, Philip Treleaven and Sebastian Del Bano Rollin 5:00PM Stock Volatility Prediction Using Multi-Kernel Based Extreme Learning Machine Feng Wang, Zhiyong Zhao, Xiaodong Li and Fei Yu 5:20PM Augmented Neural Networks for Modelling Consumer Indebtness Alexandros Ladas, Jon Garibaldi, Rodrigo Scarpel and Uwe Aickelin 5:40PM A New Investment Strategy Based on Data Mining and Neural Networks Chang Liu and Hafiz Malik Special Session: ThN2-2 Incremental Machine Learning: Methods and Applications, Chair: Nicoleta Rogovschi and Nistor Grozavu, Room: 305A .............................................................................................. 227 4:00PM Locally Linear Embedding Algorithm Based on OMP for Incremental Learning Yiqin Leng, Li Zhang and Jiwen Yang 4:20PM Hidden Markov Models Based Dynamic Hand Gesture Recognition with Incremental Learning Method Meng Hu, Furao Shen and Jinxi Zhao
93 4:40PM Long-Term Learning Behavior in a Recurrent Neural Network for Sound Recognition Michiel Boes, Damiano Oldoni, Bert De Coensel and Dick Botteldooren 5:00PM Study of Learning Entropy for Novelty Detection in Lung Tumor Motion Prediction for Target Tracking Radiation Therapy Ivo Bukovsky, Noriyasu Homma, Matous Cejnek and Kei Ichiji 5:20PM Opinion Retrieval through Unsupervised Topological Learning Nicoleta Rogovschi and Nistor Grozavu 5:40PM A Fast Incremental Kernel Principal Component Analysis for Data Streams. Annie anak Joseph and Seiichi Ozawa Special Session: ThN2-3 Neurodynamic Optimization, Chair: Sanqing Hu and Yunong Zhang, Room: 305B .................................................................................................................................................................. 228 4:00PM A One-Layer Discrete-Time Projection Neural Network for Support Vector Classification Wei Zhang and Qingshan Liu 4:20PM A Novel Discrete-Time Learning Algorithm for Speech Enhancement Using Noise Constrained Parameter Estimation Youshen Xia, Guiliang Lin and Weixing Zheng 4:40PM Performance Analysis of LVI-Based PDNN Applied to Real-Time Solution of Time-Varying Quadratic Programming Yunong Zhang, Fangting Wu, Zhengli Xiao, Zhen Li and Binghuang Cai 5:00PM Model Predictive Control of Multi-Robot Formation Based on the Simplified Dual Neural Network Xinzhe Wang, Zheng Yan and Jun Wang 5:20PM Neurodynamics-Based Model Predictive Control of Autonomous Underwater Vehicles in Vertical Plane Zhiying Liu, Xinzhe Wang and Jun Wang 5:40PM A Single Layer Recurrent Neural Network For Pseudoconvex Optimization Subject to Quasiconvex Constraints Jingjing Huang and Guocheng Li 6:00PM Causality from Cz to C3/C4 or between C3 and C4 Revealed by Granger Causality and New Causality during Motor Imagery Sanqing Hu, Hui Wang, Jianhai Zhang, Wanzeng Kong and Yu Cao ThN2-4 Spiking Neural Networks II, Chair: Zeng-Guang Hou, Room: 305C ............................................. 230 4:00PM Magnitude Comparison in Analog Spiking Neural Assemblies Jose Oliveira-Neto, Felipe Duque-Belfort, Rafael Cavalcanti-Neto and Joao Ranhel 4:20PM Spike-Timing Dependent Morphological Learning for a Neuron with Nonlinear Active Dendrites Phyo Phyo San, Shaista Hussain and Arindam Basu 4:40PM Improved Predictive Personalized Modelling with the Use of Spiking Neural Network System and a Case Study on Stroke Occurrences Data Muhaini Othman, Nikola Kasabov, Enmei Tu, Valery Feigin, Rita Krishnamurthi, Zeng-Guang Hou, Yixiong Chen and Jin Hu 5:00PM Signature of an Anticipatory Response in Area V1 as Modeled by a Probabilistic Model and a Spiking Neural Network Bernhard A. Kaplan, Mina A. Khoei, Anders Lansner and Laurent U. Perrinet 5:20PM Predicting Temporal Sequences Using an Event-Based Spiking Neural Network Incorporating Learnable Delays Tingting Gibson, James Henderson and Janet Wiles 5:40PM Feasibility of NeuCube SNN Architecture for Detecting Motor Execution and Motor Intention for Use in BCI Applications Denise Taylor, Nathan Scott, Nikola Kasabov, Elisa Capecci, Enmei Tu, Nicola Saywell, Yixiong Chen, Jin Hu and Zeng-Guang Hou
94 ThN2-5 Signal and Image Processing, Chair: Pau-Choo Chung, Room: 305D ............................................ 231 4:00PM On-Line Gaussian Mixture Density Estimator for Adaptive Minimum Bit-Error-Rate Beamforming Receivers Sheng Chen, Xia Hong and Chris Harris 4:20PM The Neoteric Feature Extraction Method of Epilepsy EEG Based on the Vertex Strength Distribution of Weighted Complex Network Fenglin Wang, Qingfang Meng and Yuehui Chen 4:40PM Real-Time Hand Gesture Recognition with Kinect for Playing Racing Video Games Yanmin Zhu and Bo Yuan 5:00PM EEG Energy Analysis for Evaluating Consciousness Level Using Dynamic MEMD Yunchao Yin, Gaochao Cui, Toshihisa Tanaka and Jianting Cao 5:20PM Alzheimer's Disease Classification Based on Gait Information Wei-Hsin Wang, Yu-Liang Hsu, Ming-Chyi Pai, Chun-Yao Wang, Chien-Wen Lin, Hao-Li Wu and Pau-Choo Chung 5:40PM Architectural Distortion Detection from Mammograms Using Support Vector Machine Orawan Netprasat, Sansanee Auephanwiriyakul and Nipon Theera-Umpon ThN2-6 Neural Modeling and Control, Chair: Hongliang Li, Room: 305E ................................................. 232 4:00PM Data-Driven Iterative Adaptive Dynamic Programming Algorithm for Approximate Optimal Control of Unknown Nonlinear Systems Hongliang Li, Derong Liu, Ding Wang and Chao Li 4:20PM Hybrid Neural Networks for Gasoline Blending System Modeling Wen Yu and Xiaoou Li 4:40PM Adaptive Self-Constructing Radial-Basis-Function Neural Control for MIMO Uncertain Nonlinear Systems with Unknown Disturbances Ning Wang, Bijun Dai, Yancheng Liu and Min Han 5:00PM Robust Structure Selection of Radial Basis Function Networks for Nonlinear System Identification Pan Qin and Han Min 5:20PM Neural Control for a Solid Waste Incinerator Rocio Carrasco, Edgar Sanchez, Riemann Ruiz and Catherine Cadet 5:40PM Reservoir-Based Online Adaptive Forward Models with Neural Control for Complex Locomotion in a Hexapod Robot Poramate Manoonpong, Sakyasingha Dasgupta, Dennis Goldschmidt and Florentin Woergoetter Friday, July 11, 8:10AM-10:10AM ............................................................................. 233 Special Session: FrN1-1 Concept Drift, Domain Adaptation & Learning in Dynamic Environments II, Chair: Giacomo Boracchi and Manuel Roveri, Room: 308 ......................................................................... 233 8:10AM Resistant Learning on the Envelope Bulk for Identifying Anomalous Patterns Shin-Ying Huang, Fang Yu, Rua-Huan Tsaih and Yennun Huang 8:30AM A Multi-Objective Ensemble Method for Online Class Imbalance Learning Shuo Wang, Leandro L. Minku and Xin Yao 8:50AM The Parzen Kernel Approach to Learning in Non-Stationary Environment Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski and Piotr Duda 9:10AM A Novel Application of Hoeffding's Inequality to Decision Trees Construction for Data Streams Piotr Duda, Maciej Jaworski, Lena Pietruczuk and Leszek Rutkowski 9:30AM NEVE++: A Neuro-Evolutionary Unlimited Ensemble for Adaptive Learning Tatiana Escovedo, Abs da Cruz Andre, Koshiyama Adriano, Melo Rubens and Vellasco Marley 9:50AM Exploiting Self-Similarity for Change Detection Giacomo Boracchi and Roveri Manuel
95 Special Session: FrN1-2 Neural Networks Applied to Vision and Robotics II, Chair: Jose Garcia Rodriguez and Jorge Azorin, Room: 305A .................................................................................................................. 234 8:10AM Color Space Selection for Self-Organizing Map Based Foreground Detection in Video Sequences Francisco Javier Lopez-Rubio, Ezequiel Lopez-Rubio, Rafael Marcos Luque-Baena, Enrique Dominguez and Esteban J. Palomo 8:30AM Improving Robot Vision Models for Object Detection Through Interaction Juergen Leitner, Alexander Foerster and Juergen Schmidhuber 8:50AM Image-Based Global Localization Using VG-RAM Weightless Neural Networks Lauro J. Lyrio Junior, Thiago Oliveira-Santos, Avelino Forechi, Lucas Veronese, Claudine Badue and Alberto F. De Souza 9:10AM EEG Based Artificial Learning of Motor Coordination for Visually Inspired Task Using Neural Networks Shreyasi Datta, Anwesha Khasnobish, Amit Konar, D. N. Tibarewala and Atulya Nagar 9:30AM Serotonin and Dopamine Systems: Internal Areas and Sequential Tasks Dongshu Wang, Yihai Duan and Juyang Weng Special Session: FrN1-3 Complex-Valued Neural Networks, Chair: Akira Hirose and Suresh Sundaram, Room: 305B ............................................................................................................................................... 235 8:10AM An Introduction to Complex-Valued Recurrent Correlation Neural Networks Marcos Eduardo Valle 8:30AM The HC Calculus, Quaternion Derivatives and Caylay-Hamilton Form of Quaternion Adaptive Filters and Learning Systems Yili Xia, Cyrus Jahanchahi, Dongpo Xu and Danilo Mandic 8:50AM Stability Condition for Discrete Time Multi-Valued Recurrent Neural Networks in Asynchronous Update Mode Wei Zhou and Jacek M. Zurada 9:10AM A New Stability Condition for Discrete Time Recurrent Neural Networks with Complex-Valued Linear Threshold Neurons Wei Zhou and Jacek M. Zurada 9:30AM Ultra-Short-Pulse Acoustic Imaging Using Complex-Valued Spatio-Temporal Neural-Network for Null-Steering: Experimental Results Kotaro Terabayashi and Akira Hirose 9:50AM Finite Convergence of the Learning Algorithms for a Modified Multi-Valued Neuron Dongpo Xu and Shuang Liang FrN1-4 Visual Systems, Chair: Zeng-Guang Hou, Room: 305C .................................................................. 235 8:10AM V4 Neural Network Model for Visual Saliency and Discriminative Local Representation of Shapes Hui Wei and Zheng Dong 8:30AM Binocular Visual Servoing Based on PID Neural Network Guoyou Li and Xin Wang 8:50AM Visual Saliency via Loss Coding Hao Zhu and Biao Han 9:10AM Border Ownership in a Nano-Neuromorphic Circuit Using Nonlinear Dendritic Computations Chih-Chieh Hsu and Alice Parker 9:30AM A Bio-Inspired Approach Modeling Spiking Neural Networks of Visual Cortex for Human Action Recognition Haihua Liu and Na Shu 9:50AM Measurement of Confusion Color Pairs for Dichromats in order to Use Applications Supporting Color Vision Deficiency Hiroki Takagi, Hiroaki Kudo, Tetsuya Matsumoto, Yoshinori Takeuchi and Noboru Ohnishi
96 FrN1-5 Data Analysis and Pattern Recognition, Chair: Wladyslaw Homenda, Room: 305D ....................... 237 8:10AM View-Invariant Gait Recognition via Deterministic Learning Wei Zeng and Cong Wang 8:30AM Micro-Expression Recognition Based on Local Binary Patterns from Three Orthogonal Planes and Nearest Neighbor Method Yanjun Guo, Yantao Tian, Xu Gao and Xuange Zhang 8:50AM Classification with Rejection Based on Various SVM Techniques Wladyslaw Homenda, Marcin Luckner and Witold Pedrycz 9:10AM Imbalanced Pattern Recognition: Concepts and Evaluations Wladyslaw Homenda and Wojciech Lesinski 9:30AM RNN and SOM Based Classifier to Recognize Assamese Fricative Sounds Designed Using Frame Based Temporal Feature Sets Chayashree Patgiri, Mousmita Sarma and Kandarpa Kumar Sarma 9:50AM Artificial Neural Network Based Gait Patterns Identification Using Neuromuscular Signals and Soft Tissue Deformation Analysis of Lower Limbs Muscles S. M. N. Arosha Senanayake, Joko Triloka, Owais A, Malik and Muhammad Pg. Iskandar FrN1-6 Hybrid Architectures and Learning , Chair: Gianluca Bontempi, Room: 305E .............................. 238 8:10AM Recursive Soft Margin Subspace Learning Qiao Ye, Zhao Chun and Ye Ning 8:30AM Sub-Classifier Construction for Error Correcting Output Code Using Minimum Weight Perfect Matching Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise and Boonserm Kijsirikul 8:50AM Supervised Topic Regression via Experts Song Lin and Ping Guo 9:10AM A Robust Framework for Short Text Categorization Based on Topic Model and Integrated Classifier Peng Wang, Heng Zhang, Yu-Fang Wu, Bo Xu and Hong-Wei Hao 9:30AM Linear Subspace Learning via Sparse Dimension Reduction Ming Yin, Yi Guo and Junbin Gao 9:50AM Learning Optimization for Decision Tree Classification of Non-Categorical Data with Information Gain Impurity Criterion Konstantin Sofeikov, Ivan Tyukin, Alexander Gorban, Eugene Mirkes, Danil Prokhorov and Ilya Romanenko Friday, July 11, 10:30AM-12:30PM ........................................................................... 239 Special Session: FrN2-1 Computational Intelligence Algorithms for Digital Audio Applications, Chair: Stefano Squartini and Francesco Piazza, Room: 308 ....................................................................... 239 10:30AM Semi-Supervised Non-Negative Tensor Factorisation of Modulation Spectrograms for Monaural Speech Separation Tom Barker and Tuomas Virtanen 10:50AM Power Normalized Cepstral Coefficients Based Supervectors and i-Vectors for Small Vocabulary Speech Recognition Emanuele Principi, Stefano Squartini and Francesco Piazza 11:10AM Advanced Audio Spatializer Combined with a Multipoint Equalization System Stefania Cecchi, Andrea Primavera, Francesco Piazza, Ferruccio Bettarelli and Junfeng Li 11:30AM Advanced Intelligent Acoustic Interfaces for Multichannel Audio Reproduction Danilo Comminiello, Stefania Cecchi, Michele Gasparini, Michele Scarpiniti, Aurelio Uncini and Francesco Piazza 11:50AM Audio Onset Detection: A Wavelet Packet Based Approach with Recurrent Neural Networks Erik Marchi, Giacomo Ferroni, Florian Eyben, Stefano Squartini and Bjorn Schuller
97 12:10PM Transfer Learning Emotion Manifestation Across Music and Speech Eduardo Coutinho, Jun Deng and Bjorn Schuller 12:30PM A Novel Intelligent Systems for Speech Recognition Washington Silva and Ginalber Serra Special Session: FrN2-2 Intelligent Computing for Complex & Big Data Analysis in Health and Biomedical Informatics, Chair: Amit Kumar and Shang-Ming Zhou, Room: 305A ...................................................... 240 10:30AM Domain Transfer Nonnegative Matrix Factorization Jim Jing-Yan Wang, Yijun Sun and Halima Bensmail 10:50AM Identifying Stable Breast Cancer Subgroups Using Semi-Supervised Fuzzy c-Means on a Reduced Panel of Biomarkers Daphne Teck Ching Lai and Jonathan Garibaldi 11:10AM Mining Textual Data from Primary Healthcare Records - Automatic Identification of Patient Phenotype Cohorts Shang-Ming Zhou, Muhammad Rahman, Mark Atkinson and Sinead Brophy 11:30AM Using EEG Artifacts for BCI Applications Wanli Ma, Dat Tran, Tien Pham, Trung Le and Hong Lin 11:50AM Comparison of Distance Metrics for Hierarchical Data in Medical Databases Diman Hassan, Uwe Aickelin and Christian Wagner 12:10PM Investigating the Impacts of Epilepsy on EEG-Based Person Identification Systems Dinh Phung, Dat Tran, Wanli Ma, Phuoc Nguyen and Tien Pham Special Session: FrN2-3 Data-Driven Adaptive Dynamic Programming, Chair: Derong Liu and Haibo He, Room: 305B ............................................................................................................................................... 241 10:30AM Online Learning Control Based on Projected Gradient Temporal Difference and Advanced Heuristic Dynamic Programming Jian Fu, Haibo He, Aihong Tang and Sujuan Wei 10:50AM A Kalman Filter-Based Actor-Critic Learning Approach Bin Wang and Dongbin Zhao 11:10AM Self-Learning PD Algorithms Based on Approximate Dynamic Programming for Robot Motion Planning Huiyuan Yang, Qi Guo, Xin Xu and Chuanqiang Lian 11:30AM Near Optimal Event-Based Control of Nonlinear Discrete Time Systems in Affine Form with Measured Input Output Data Avimanyu Sahoo, Hao Xu and Sarangapani Jagannathan 11:50AM Event-Triggered Reinforcement Learning Approach for Unknown Nonlinear Continuous-Time System Xiangnan Zhong, Zhen Ni, Haibo He, Xin Xu and Dongbin Zhao 12:10PM Longitudinal Control of Hypersonic Vehicles Based on Direct Heuristic Dynamic Programming Using ANFIS Xiong Luo, Yi Chen, Jennie Si and Feng Liu FrN2-4 Data Mining and Knowledge Discovery, Chair: Paulo Adeodato and Alessandro Sperduti, Room: 305C ............................................................................................................................................... 242 10:30AM A Study on Asynchronous System in P300 Speller Based on User's Intention of Input Kohei Kawai, Tomohiro Yoshikawa and Takeshi Furuhashi 10:50AM Insights on Prediction of Patients' Response to Anti-HIV Therapies through Machine Learning Rogerio Rosa, Rafael Santos, Adamo Brito and Katia Guimaraes 11:10AM Recognizing Cross-Lingual Textual Entailment with Co-Training Using Similarity and Difference Views Jiang Zhao and Man Lan 11:30AM A Novel Algorithm for Mining Behavioral Patterns from Wireless Sensor Networks Md Mamunur Rashid, Iqbal Gondal and Joarder Kamruzzaman
98 11:50AM Continuous Variables Segmentation and Reordering for Optimal Performance on Binary Classification Tasks Paulo Adeodato, Domingos S. P. Salazar, Lucas S. Gallindo and Abner G. Sa 12:10PM Hybrid Classification with Partial Models Bo Tang, Quan Ding, Haibo He and Steve Kay FrN2-5 Large Scale, Associative and Self-Organizing Networks , Chair: Jinde Cao, Room: 305D .............. 243 10:30AM A Decomposition Method for Large-Scale Sparse Coding in Representation Learning Yifeng Li, Richard Caron and Alioune Ngom 10:50AM The Stability and Bifurcation Analysis in High Dimensional Neural Networks with Discrete and Distributed Delays Wenying Xu, Jinde Cao and Min Xiao 11:10AM Restricted Boltzmann Machine Associative Memory Koki Nagatani and Masafumi Hagiwara 11:30AM Two-Factor User Authentication with the CogRAM Weightless Neural Net Weng Kin Lai, Beng Ghee Tan, Ming Siong Soo and Imran Khan 11:50AM The Learning of Neuro-Fuzzy Approximator with Fuzzy Rough Sets in Case of Missing Features Robert Nowicki, Bartosz Nowak, Janusz Starczewski and Krzysztof Cpalka 12:10PM A Dynamic Forecasting Method for Small Scale Residential Electrical Demand Andrei Marinescu, Ivana Dusparic, Colin Harris, Vinny Cahill and Siobhan Clarke FrN2-6 Self-Organizing Maps, Chair: Thomas Vacek, Room: 305E ........................................................... 244 10:30AM A Spiking-Based Mechanism for Self-Organizing RBF Neural Networks Honggui Han, Lidan Wang, Junfei Qiao and Gang Feng 10:50AM Support Vector Machine with SOM-Based Quasi-Linear Kernel for Nonlinear Classification Yuling Lin, Yong Fu and Jinglu Hu 11:10AM The Generative Adaptive Subspace Self-Organizing Map Thusitha Chandrapala and Bertram Shi 11:30AM Clustering of the Self-Organizing Map Using Particle Swarm Optimization and Validity Indices Leonardo Enzo Brito da Silva and Jose Alfredo Ferreira Costa Friday, July 11, 1:30PM-3:30PM ............................................................................... 245 Special Session: FrN3-1 Intelligent Adaptive Fault Tolerant Control and Optimization, Chair: Huaguang Zhang and Haibo He, Room: 308 ............................................................................................................... 245 1:30PM Model-Free Adaptive Dynamic Programming for Online Optimal Solution of the Unknown Nonlinear Zero-Sum Differential Game Chunbin Qin, Huaguang Zhang and Yanhong Luo 1:50PM Direct Adaptive Control of a Four-Rotor Helicopter Using Disturbance Observer Fuyang Chen, Bin Jiang and Feifei Lu 2:10PM Discrete-Time Polynomial Fuzzy Observer Designs via a Sum of Squares Approach Yingying Wang, Huaguang Zhang, Jianyu Zhang and Yingchun Wang 2:30PM Adaptive Fault-Tolerant Control for a Class of Uncertain Nonlinear MISO Discrete-Time Systems in Triangular Forms with Actuator Failures Lei Liu and Zhanshan Wang 2:50PM Decoupling Control for Five-Phase Fault-Tolerant Permanent-Magnet Motor by Using SVM Inverse System Method Guohai Liu, Li Qu, Hao Zhang and Yan Jiang 3:10PM Fault Diagnosis of Five-Phase Fault-Tolerant Permanent-Magnet Motor Based on Principal Component Neural Network Guohai Liu and Lu Zhou
99 Special Session: FrN3-2 Cognitive Computing and Neuro-Cognitive Robots, Chair: Huajin Tang and Gang Pan, Room: 305A ....................................................................................................................................... 246 1:30PM Bio-Inspired Categorization Using Event-Driven Feature Extraction and Spike-Based Learning Bo Zhao, Shoushun Chen and Huajin Tang 1:50PM A New Learning Rule for Classification of Spatiotemporal Spike Patterns Qiang Yu, Huajin Tang and Kay Chen Tan 2:10PM Spatial Filter Adaptation Based on Geodesic-Distance for Motor EEG Classification Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang and Sim Heng Ong 2:30PM Decoding Motor Cortical Activities of Monkey: A Dataset Luoqing Zhou, Yu Qi, Yueming Wang, Gang Pan, Yiwen Wang, Xiaoxiang Zheng and Zhaohui Wu 2:50PM Programming a VG-RAM Based Neural Network Computer Alberto F. De Souza, Avelino Forechi, Filipe W. Mutz, Mariella Berger, Thiago Oliveira-Santos and Claudine Badue 3:10PM High-Fidelity Compression of Electroneurographic Signals from Motor Cortex Rachel Zhang, Gang Pan, Yueming Wang and Zhenfang Hu 3:30PM Cognitive Memory Systems in Consciousness and Memory Model Zhongzhi Shi, Xiaofeng Wang and Xi Yang FrN3-3 Unsupervised Learning and Clustering, Chair: Alessandro Ghio, Room: 305B .............................. 247 1:30PM Controlling Orthogonality Constraints for Better NMF Clustering Ievgen Redko and Younes Bennani 1:50PM Random Subspaces NMF for Unsupervised Transfer Learning Ievgen Redko and Younes Bennani 2:10PM User-Generated-Video Summarization Using Sparse Modelling Yulong Liu, Huaping Liu, Yunhui Liu and Fuchun Sun 2:30PM Smartphone Battery Saving by Bit-Based Hypothesis Spaces and Local Rademacher Complexities Davide Anguita, Alessandro Ghio, Luca Oneto and Sandro Ridella 2:50PM SVD Truncation Schemes for Fixed-Size Kernel Models Ricardo Castro, Siamak Mehrkanoon, Anna Marconato, Johan Schoukens and Johan Suykens FrN3-4 Cognition, Bio-Inspired and Biomorphic Systems, Chair: Ali Minai, Room: 305C ......................... 248 1:30PM The Stapedius Reflex: Processing Its Neuronal Activity with a Small Embedded System Ralf Warmuth and Ralf Salomon 1:50PM Dynamic Modeling of an Ostraciiform Robotic Fish Based on Angle of Attack Theory Wei Wang, Guangming Xie and Hong Shi 2:10PM Detection of Signaling Pathways in Human Brain during Arousal of Specific Emotion Reshma Kar, Amit Konar, Aruna Chakraborty and Atulya Nagar 2:30PM Chunks of Thought: Finding Salient Semantic Structures in Texts Mei Mei, Aashay Vanarase and Ali Minai 2:50PM Bio-Inspired Probabilistic Model for Crowd Emotion Detection Mirza Waqar Baig, Emilia Barakova and Matthias Rauterberg 3:10PM A Self-Organized Artificial Neural Network Architecture that Generates the McGurk Effect Lennart Gustafsson, Tamas Jantvik and Andrew Paplinski FrN3-5 Machine Learning and Applications I, Chair: Bijaya Ketan Panigrahi, Room: 305D ..................... 249 1:30PM Exponential Synchronization for a Class of Networked Linear Parabolic PDE Systems via Boundary Control Jun-Wei Wang, Cheng-Dong Yang and Chang-Yin Sun 1:50PM Combining Technical Trading Rules Using Parallel Particle Swarm Optimization Based on Hadoop Fei Wang, Philip Yu and David Cheung
100 2:10PM Prediction Interval Estimation for Electricity Price and Demand Using Support Vector Machines Nitin Anand Shrivastava, Abbas Khosravi and Bijaya Ketan Panigrahi 2:30PM Enhancing MOPSO through the Guidance of ANNs Timothy Rawlins, Andrew Lewis, Jan Hettenhausen and Timoleon Kipouros 2:50PM Training High-Dimensional Neural Networks with Cooperative Particle Swarm Optimiser Anna Rakitianskaia and Andries Engelbrecht 3:10PM Improved Modeling of Pneumatic Muscle Actuator Using Recurrent Neural Network Alexander Hosovsky, Jana Mizakova and Jan Pitel FrN3-6 Brain-Machine Interfaces, Chair: Li-Wei Ko, Room: 305E ............................................................ 250 1:30PM Explorer Based on Brain Computer Interface Lijuan Bai, Tianyou Yu and Yuanqing Li 1:50PM Multi-Factor EEG-Based User Authentication Tien Pham, Wanli Ma, Dat Tran and Phuoc Nguyen 2:10PM Recognizing Slow Eye Movement for Driver Fatigue Detection with Machine Learning Approach Yingying Jiao, Bao-Liang Lu, Xiaoping Chen, Shanguang Chen and Chunhui Wang 2:30PM Neural Signal Analysis by Landmark-Based Spectral Clustering with Estimated Number of Clusters Thanh Nguyen, Abbas Khosravi, Douglas Creighton and Saeid Nahavandi 2:50PM Calibration-Less Detection of Steady-State Visual Evoked Potentials - Comparisons and Combinations of Methods Hubert Cecotti and Damien Coyle Friday, July 11, 4:00PM-6:00PM ............................................................................... 251 Special Session: FrN4-1 Computational Intelligence in Cyber Security, Chair: Frank Jiang and Longbing Cao, Room: 308 .......................................................................................................................................... 251 4:00PM Cognitive Neural Network for Cybersecurity Leonid Perlovsky and Olexander Shevchenko 4:20PM Large Scale Recurrent Neural Network on GPU Boxun Li, Erjin Zhou, Bo Huang, Jiayi Duan, Yu Wang, Ningyi Xu, JIaxing Zhang and Huazhong Yang 4:40PM A Connectionist Approach to Airliner Safety Marvin Oliver Schneider and Joao Luis Garcia Rosa 5:00PM Attribute Weighting: How and When Does it Work for Bayesian Network Classification Jia Wu, Zhihua Cai, Shirui Pan, Xingquan Zhu and Chengqi Zhang 5:20PM Extension of Similarity Measures in VSM: from Orthogonal Coordinate System to Affine Coordinate System Junyu Xuan, Jie Lu, Guangquan Zhang and Xiangfeng Luo Special Session: FrN4-2 Computational Intelligence in Brain Computer Interface, Chair: Li-Wei Ko and Chin-Teng Lin, Room: 305A ...................................................................................................................... 252 4:00PM Medical Diagnosis Applications Using a Novel Interactively Recurrent Self-Evolving Fuzzy CMAC Model Jyun-Guo Wang, Shen-Chuan Tai and Cheng-Jian Lin 4:20PM A Novel Classification Method for Motor Imagery Based on Brain-Computer Interface Chih-Yu Chen, Chun-Wei Wu, Chin-Teng Lin and Shi-An Chen 4:40PM Motor Imagery Classification for Brain-Computer Interfaces through a Chaotic Neural Network Denis Renato de Moraes Piazentin and Joao Luis Rosa 5:00PM EEG-Based Driving Fatigue Prediction System Using Functional-Link-Based Fuzzy Neural Network Yu-Ting Liu, Yang-Yin Lin, Shang-Lin Wu, Chun-Hsiang Chuang and Chin-Teng Lin
101 5:20PM Developing a Few-Channel Hybrid BCI System by Using Motor Imagery with SSVEP Assist Li-Wei Ko, Shih-Chuan Lin and Meng-Shue Song 5:40PM A Novel BCI-SSVEP Based Approach for Control of Walking in Virtual Environment Using a Convolutional Neural Network Giacomo Tattoli, Domenico Buongiorno, Claudio Loconsole, Daniele Leonardis, Michele Barsotti, Vitoantonio Bevilacqua, Antonio Frisoli and Massimo Bergamasco FrN4-3 Support Vector Machines and Kernel Methods, Chair: Alessandro Sperduti, Room: 305B ............ 253 4:00PM Kernel-Based Semi-Supervised Learning for Novelty Detection Van Nguyen, Trung Le, Pham Thien, Mi Dinh and Hoang Thai Le 4:20PM Robust Support Vector Machine Trung Le, Dat Tran, Wanli Ma, Thien Pham, Phuong Duong and Minh Nguyen 4:40PM Integrating Bi-Directional Contexts in a Generative Kernel for Trees Davide Bacciu, Alessio Micheli and Alessandro Sperduti 5:00PM Large Scale Semi-Supervised Learning Using KSC Based Model Siamak Mehrkanoon and Johan Suykens 5:20PM A Practical SIM Learning Formulation with Margin Capacity Control Thomas Vacek 5:40PM Quantized Mixture Kernel Least Mean Square Rosha Pokharel, Sohan Seth and Jose Principe FrN4-4 Feature Extraction and Classification Systems, Chair: Emil Eirola, Room: 305C ........................... 254 4:00PM Multi-View Uncorrelated Linear Discriminant Analysis with Applications to Handwritten Digit Recognition Mo Yang and Shiliang Sun 4:20PM Differentially Private Feature Selection Jun Yang and Yun Li 4:40PM A Binary Feature Selection Framework in Kernel Spaces Chengzhang Zhu, Xinwang Liu, Sihang Zhou, Qiang Liu and Jianping Yin 5:00PM A Flexible and Efficient Algorithm for Regularized Marginal Fisher Analysis Jinrong He, Lixin Ding, Lei Jiang and Li Huang 5:20PM Estimation of Individual Prediction Reliability Using Error Analysis Applied to Short-Term Load Forecasting Problem Elia Matsumoto and Emilio Del-Moral-Hernandez 5:40PM The Delta Test: The 1-NN Estimator as a Feature Selection Criterion Emil Eirola, Amaury Lendasse, Francesco Corona and Michel Verleysen FrN4-5 Machine Learning and Applications II, Chair: Giacomo Boracchi, Room: 305D ............................ 255 4:00PM Improved Biogeography-Based Optimization Approach to Secondary Protein Prediction Ruisong Fan, Haibin Duan and Guangming Xie 4:20PM Integrating Self-Organizing Neural Network and Motivated Learning for Coordinated Multi-Agent Reinforcement Learning in Multi-Stage Stochastic Game Teck-Hou Teng, Ah-Hwee Tan, Janusz Starzyk, Yuan-Sin Tan and Loo-Nin Teow 4:40PM Extracting Temporal Knowledge from Time Series: A Case Study in Ecological Data Reggio Hartono, Russel Pears, Nikola Kasabov and Susan Worner 5:00PM Planning-Driven Behavior Selection Network for Controlling a Humanoid Robot Yu-Jung Chae and Sung-Bae Cho 5:20PM Sliding Window-Based Analysis of Multiple Foreign Exchange Trading Systems by Using Soft Computing Techniques Rodrigo Brito and Adriano Oliveira
102 5:40PM Learning in Dynamic Decision Making: The Usability Process Liana Stanca, Ramona Lacurezeanu and Cristina Felea FrN4-6 Neuromorphic Hardware, Chair: Eros Pasero, Room: 305E .......................................................... 256 4:00PM Majority Neuron Circuit Having Large Fan-in with Non-Volatile Synaptic Weight Akima Hisanao, Katayama Yasuhiro, Nakajima Koji, Sakuraba Masao and Sato Shigeo 4:20PM Accelerating Pattern Matching in Neuromorphic Text Recognition System Using Intel Xeon Phi Coprocessor Khadeer Ahmed, Qinru Qiu, Parth Malani and Mangesh Tamhankar 4:40PM Optimising the Overall Power Usage on the SpiNNaker Neuromimetic Platform Evangelos Stromatias, Cameron Patterson and Steve Furber 5:00PM Efficient Implementation of STDP Rules on SpiNNaker Neuromorphic Hardware Peter U. Diehl and Matthew Cook 5:20PM Robust Doublet STDP in a Floating-Gate Synapse Roshan Gopalakrishnan and Arindam Basu 5:40PM Clustering and Synchronous Firing of Coupled Rulkov Maps with STDP for Modeling Epilepsy Naohiro Shibuya, Charles Unsworth, Yoko Uwate and Yoshifumi Nishio
103 DETAILED PROGRAM (FUZZ-IEEE 2014) ................................................................ 259 Monday, July 7, 1:30PM-3:30PM .............................................................................. 259 Special Session: MoF1-1 Fuzzy Decision-Making: Consensus and Missing Preferences I, Chair: Francisco Chiclana and Enrique Herrera-Viedma, Room: 201A ................................................................................ 259 1:30PM Two Consensus Models Based on the Minimum Cost and the Maximum Return Zaiwu Gong, Huanhuan Zhang, Chonglan Guo, Xiaoxia Xu and Chao Xu 1:50PM A New Approach for Delphi Processes Based on Group Consensus with Linguistic Terms Nuria Agell, Christ Jan Ganzewinkel, Monica Sanchez, Llorenc Rosello, Francesc Prats and Peter Andriessen 2:10PM A Hybrid Weighted Aggregation Method Based on Consistency and Consensus in Group Decision Making Feng Zhang, Joshua Ignatius, Chee Peng Lim and Yong Zhang 2:30PM Multiperson Decision Making with Different Preference Representation Structures: A Selection Process Based on Prospect Theory Yucheng Dong, Nan Luo and Hengjie Zhang 2:50PM Can Indices of Ecological Evenness Be Used to Measure Consensus? Gleb Beliakov, Simon James and Dale Nimmo 3:10PM Multiplicative Consistency for Interval Additive Reciprocal Preference Relations Jian Wu and Francisco Chiclana Special Session: MoF1-2 Lattice Computing, Chair: Vassilis Kaburlasos, Room: 201B .............................. 260 1:30PM Lattice Computing (LC) Meta-Representation for Pattern Classification George Papakostas and Vassilis Kaburlasos 1:50PM Two Lattice Metrics Dendritic Computing for Pattern Recognition Gerhard X. Ritter, Gonzalo Urcid and Juan-Carlos Valdiviezo-N 2:10PM An Introduction to the Max-Plus Projection Autoassociative Morphological Memory and Some of Its Variations Marcos Eduardo Valle 2:30PM FCknn: A Granular knn Classifier Based on Formal Concepts Vassilis Kaburlasos, Vassilis Tsoukalas and Lefteris Moussiades 2:50PM One Side Lattice Memory Reduced Ordering Function Allows Discrimination in Resting State fMRI Manuel Grana and Darya Chyzhyk 3:10PM Lattice-Valued Fuzzy Residual Finite Automata Fugang Zhang and Yongming Li MoF1-3 Fuzzy Control & Intelligent Systems I, Chair: Hamid Berenji and Zhijun Li, Room: 201C ........... 260 1:30PM Weighted Fuzzy Fault Tolerant Model Predictive Control Manikandan Pandiyan, Geetha Mani and Jovitha Jerome 1:50PM Delay-Dependent Local Stabilization of Nonlinear Discrete-Time System Using T-S Models through Convex Optimization Luis Silva, Valter Leite, Eugenio Castelan and Feng Gang 2:10PM SNAC Based Near-Optimal Controller for Robotic Manipulator with Unknown Dynamics Samrat Dutta and Laxmidhar Behera 2:30PM Robust Adaptive Type-2 Fuzzy Logic Controller Design for a Flexible Air-Breathing Hypersonic Vehicle Fang Yang, Jianqiang Yi, Xiangmin Tan and Ruyi Yuan
104 2:50PM Attitude Tracking Control for Hypersonic Vehicles Based on Type-2 Fuzzy Dynamic Characteristic Modeling Method Xiong Luo, Feng Liu and Fuchun Sun 3:10PM Sliding Mode Control of Fuzzy Descriptor Systems with Time Delay Mourad Kchaou and Ahmed El Hajjaji MoF1-4 Fuzzy Logic and Fuzzy Set Theory I, Chair: Vladik Kreinovich and Yongming Li, Room: 201D .. 262 1:30PM Cauchy-Like Functional Equation Based on a Class of Uninorms Feng Qin 1:50PM Data Driven Fuzzy Membership Function Generation for Increased Understandability Dumidu Wijayasekara and Milos Manic 2:10PM A Fuzzy Directional Distance Measure Josie McCulloch, Chris Hinde, Christian Wagner and Uwe Aickelin 2:30PM Hierarchy of Lattice-Valued Fuzzy Automata and Decidability of Their Languages Qianqian Xue, Lei Li and Yongming Li 2:50PM Analysing Fuzzy Sets through Combining Measures of Similarity and Distance Josie McCulloch, Christian Wagner and Uwe Aickelin 3:10PM Aggregating Fuzzy Implications Based on OWA-Operators Ibero Benitez, Rosana Zanotelli, Renata Reiser, Simone Costa, Luciana Foss and Adenauer Yamin Monday, July 7, 3:30PM-6:00PM .............................................................................. 262 Poster Session: PF1 Fuzzy Clustering and Classification, Chair: Laszlo Szilagyi and Feng Wan, Room: Posters Area (Level 2) ..................................................................................................................... 262 P101 The SAR Image Segmentation Superpixel-Based with Optimized Spatial Information Xiaolin Tian, Licheng Jiao, Yi Long and Xiaohua Zhang P102 Knowledge-Leverage Based TSK Fuzzy System with Improved Knowledge Transfer Zhaohong Deng, Yizhang Jiang, Longbing Cao and Shitong Wang P103 Multiple-Kernel Based Soft Subspace Fuzzy Clustering Jun Wang, Zhaohong Deng, Yizhang Jiang, Pengjiang Qian and Shitong Wang P104 Fast Color Reduction Using Approximative C-Means Clustering Models Laszlo Szilagyi, Gellert Denesi and Sandor Miklos Szilagyi P105 A Fuzzy Clustering Algorithm with Robust Spatially Constraint for Brain MR Image Segmentation Zexuan Ji, Guo Cao and Quansen Sun P106 Fuzzy C-Means Clustering with Weighted Energy Function in MRF for Image Segmentation Chi Wang, Jia Liu, Maoguo Gong, Licheng Jiao and Jing Liu P107 Fuzzy Clustering Using Local and Global Region Information for Cell Image Segmentation Amin Gharipour and Alan Wee-Chung Liew P108 A Method of Remote Sensing Image Auto Classification Based on Interval Type-2 Fuzzy C-Means Xianchuan Yu, Wei Zhou and Hui He P109 Color Image Segmentation Based on Decision-Theoretic Rough Set Model and Fuzzy C-Means Algorithm Min Guo and Lin Shang P110 Fuzzy Clustering Algorithm with H-Operator Applied to Problems with Interval-based Data Liliane Silva, Ronildo Moura, Anne Canuto, Regivan Santiago and Benjamin Bedregal P111 A Novel Fuzzy Non-Homogeneity Measure Based Kernelized Image Segmentation for Noisy Images Satrajit Mukherjee, Bodhisattwa Prasad Majumder, Aritran Piplai and Swagatam Das P112 A Novel Feature Measure for Fuzzy Clustering Algorithm on Microarray Data Tian Yu and JinMao Wei
105 P113 Data-Based Fuzzy Rules Extraction Method for Classification Xinyu Qiao, Zhenying Li, Wei Lu and Xiaodong Liu P114 A Modified Fuzzy Co-Clustering (MFCC) Approach for Microarray Data Analysis Sheng-Yao Huang, Hsing-Jen Sun, Chuen-Der Huang, I-Fang Chung and Chun-Hung Su Monday, July 7, 4:00PM-6:00PM .............................................................................. 265 Special Session: MoF2-1 Fuzzy Decision-Making: Consensus and Missing Preferences II, Chair: Jian Wu and Enrique Herrera-Viedma, Room: 201A ...................................................................................................... 265 4:00PM Consistency Based Estimation of Fuzzy Linguistic Preferences. The Case of Reciprocal Intuitionistic Fuzzy Preference Relations Francisco Chiclana, Jian Wu and Enrique Herrera-Viedma 4:20PM A Revised Procedure to Estimate Missing Values in Incomplete Fuzzy Preference Relations Yejun Xu, Feng Ma and Huimin Wang 4:40PM A Method for Estimating Criteria Weights from Interval-Valued Intuitionistic Fuzzy Preference Relation Weize Wang, Xinwang Liu and Jindong Qin 5:00PM A New Fuzzy Ranking Method Using Fuzzy Preference Relations Kok Chin Chai, Kai Meng Tay and Chee Peng Lim 5:20PM Averaging Aggregation Functions for Preferences Expressed as Pythagorean Membership Grades and Fuzzy Orthopairs Gleb Beliakov and Simon James 5:40PM Interval Type-2 Relational Analysis and Its Application to Multiple Attribute Decision Making Jindong Qin and Xinwang Liu Special Session: MoF2-2 Fuzzy Systems on Renewable Energy, Chair: Faa-Jeng Lin and Francesco Grimaccia, Room: 201B ............................................................................................................................. 266 4:00PM Intelligent Controlled Three-Phase Squirrel-Cage Induction Generator System Using Hybrid Wavelet Fuzzy Neural Network Faa-Jeng Lin and Jin-Kuan Chang 4:20PM Adaptive Unscented Kalman Filter with a Fuzzy Supervisor for Electrified Drive Train Tractors Pavel Osinenko, Mike Geissler and Thomas Herlitzius 4:40PM Improving LVRT Characteristics in Variable-Speed Wind Power Generation by Means of Fuzzy Logic Minh Quan Duong, Francesco Grimaccia, Sonia Leva, Marco Mussetta and Riccardo E. Zich 5:00PM A Heuristic Fuzzy Algorithm Bio-Inspired by Evolution Strategies for Energy Forecasting Problems Vitor N. Coelho, Frederico G. Guimaraes, Agnaldo J. R. Reis, Igor M. Coelho, Bruno N. Coelho and Marcone J. F. Souza 5:20PM Optimal Fuzzy Logic Based Coordination Controller for Improved Transient Stability of a Smart Grid Ganesh Kumar Venayagamoorthy and Priyam Chakravarty 5:40PM Design and Implementation of Power Electronic Load Used to Test Tidal Current Energy Generator Sets Shenghui Wang, Ming Li, Zhen Chen, Guanghong Chang, Jianguo Wang and Shiqi An MoF2-3 Evolving & Adaptive Fuzzy Systems, Chair: Plamen Angelov and Pablo Estevez, Room: 201C ..... 267 4:00PM Adaptive T-S Fuzzy Sliding Mode Control of MEMS Gyroscope Yunmei Fang, Shitao Wang and Juntao Fei 4:20PM Fuzzy Adaptive Decentralized Control for Switched Nonlinear Large-Scale Systems Based on Backstepping Technique Yongming Li, Shaocheng Tong and Tieshan Li
106 4:40PM A Novel Meta-Cognitive-based Scaffolding Classifier to Sequential Non-stationary Classification Problems Mahardhika Pratama, Meng Joo Er, Sreenatha Anavatti, Edwin Lughofer, Ning Wang and Imam Arifin 5:00PM Adaptive Robust Tracking Control of Surface Vessels Using Dynamic Constructive Fuzzy Neural Networks Ning Wang, Bijun Dai, Yancheng Liu and Min Han 5:20PM Dynamically Evolving Fuzzy Classifier for Real-Time Classification of Data Streams Rashmi Dutta Baruah, Plamen Angelov and Diganta Baruah 5:40PM Globally Fuzzy Model Based Adaptive Variable Structure Control for a Class of Nonlinear Time-Varying Systems Chih-Lyang Hwang 6:00PM Optimized Fuzzy Association Rule Mining for Quantitative Data Hui Zheng, Jing He, Guangyan Huang and Yanchun Zhang MoF2-4 Fuzzy Logic and Fuzzy Set Theory II, Chair: Janos Grantner and Jian Wu, Room: 201D ............ 268 4:00PM On the Alpha-Universal Multiple I Restriction Method for General Fuzzy Reasoning Yiming Tang and Xiaomei Li 4:20PM The Properties and Information Measures for Information Sets Manish Agarwal, Madasu Hanmandlu and Kanad Biswas 4:40PM FTFBE: A Numerical Approximation for Fuzzy Time-Fractional Bloch Equation Ali Ahmadian, Chee Seng Chan, Soheil Salahshour and Vembarasan Vaitheeswaran 5:00PM A Fuzzy Logic Based Bargaining Model in Discrete Domains: Axiom, Elicitation and Property Jieyu Zhan, Xudong Luo, Cong Feng and Wenjun Ma 5:20PM From Data to Granular Data and Granular Classifiers Rami Al-Hmouz, Pedrycz Witold, Belamash Abdulla and Morfeq Ali 5:40PM Positive Definite Kernel Functions on Fuzzy Sets Jorge Guevara Diaz, Roberto Hirata Jr and Stephane Canu Tuesday, July 8, 1:30PM-3:30PM ............................................................................. 269 Special Session: TuF1-1 Computing with Words in Decision Making, Chair: Francisco Herrera and Luis Martinez, Room: 201A ............................................................................................................................... 269 1:30PM A Distance Based Ranking Methods for Type-1 Fuzzy Numbers and Interval Type-2 Fuzzy Numbers Xiuzhi Sang, Xinwang Liu and Mei Cai 1:50PM Connecting the Numerical Scale Model to the Unbalanced Linguistic Term Sets Yucheng Dong, CongCong Li and Herrera Francisco 2:10PM New Linguistic Aggregation Operators for Decision Making Manish Agarwal, Madasu Hanmandlu and Kanad Biswas 2:30PM A Consensus and Maximizing Deviation Based Approach for Multi-Criteria Group Decision Making under Linguistic Setting Zhibin Wu and Yunfei Fang 2:50PM An Approach Based on Computing with Words to Manage Experts Behavior in Consensus Reaching Processes with Large Groups Ivan Palomares, Francisco J. Quesada and Luis Martinez 3:10PM An Approach of Decision Making with Linguistic Weight Li Zou, Yunxia Zhang, Zhiyan Chang and Yong Zhang
107 Special Session: TuF1-2 Time Series: Advanced Methods of Analysis and Forecast, Chair: Irina Perfilieva and Jin Hee Yoon, Room: 201B .................................................................................................................. 270 1:30PM A Proposal for the Hierarchical Segmentation of Time Series: Application to Trend-Based Linguistic Description Rita Castillo-Ortega, Nicolas Marin, Carmen Martinez-Cruz and Daniel Sanchez 1:50PM Non-linear Variable Structure Regression (VSR) and Its Application in Time-Series Forecasting Mohammad Korjani and Jerry Mendel 2:10PM Fuzzy Rule-Based Ensemble for Time Series Prediction: The Application of Linguistic Associations Mining Martin Stepnicka, Lenka Stepnickova and Michal Burda 2:30PM Forecasting Using F-Transform Based on Bootstrap Technique Woo Joo Lee, Hye Young Jung, Jin Hee Yoon and Seung Hoe Choi 2:50PM Time Series Grouping on the Basis of $F^1$-Transform Anton Romanov, Irina Perfilieva and Nadezhda Yarushkina 3:10PM Trust Prediction Using Z-Numbers and Artificial Neural Networks Ali Azadeh, Reza Kokabi, Morteza Saberi, Farookh Khadeer Hussain and Omar Khadeer Hussain Special Session: TuF1-3 Fuzzy Computer Vision and Biometrics, Chair: Chee Seng Chan, Room: 201C .... 271 1:30PM Moving Vehicle Detection Based on Fuzzy Background Subtraction Xiaofeng Lu, Takashi Izumi, Tomoaki Takahashi and Lei Wang 1:50PM Interpolation Techniques versus F-Transform in Application to Image Reconstruction Pavel Vlasanek and Irina Perfilieva 2:10PM Building a Framework for Recognition of Activities of Daily Living from Depth Images Using Fuzzy Logic Tanvi Banerjee, James Keller and Marjorie Skubic 2:30PM A Fuzzy Approach for Texture Contrast Modelling Jesus Chamorro-Martinez, Pedro Martinez-Jimenez, Jose Manuel Soto-Hidalgo and Daniel Sanchez 2:50PM A Preliminary Study on Fingerprint Classification Using Fuzzy Rule-Based Classification Systems Mikel Galar, Sanz Jose, Pagola Miguel, Humberto Bustince and Francisco Herrera 3:10PM Fuzzy Logic Based Sclera Recognition Abhijit Das, Umapada Pal, Miguel Ferrer Ballaster and Michel Blumenstein TuF1-4 Approximate Reasoning and Theory, Chair: Piero Bonissone and Jianqiang Yi, Room: 201D ....... 272 1:30PM Reasoning with Words: A First Approximation Clemente Rubio-Manzano and Pascual Julian-Iranzo 1:50PM Fuzzy Qualitative Simulation with Multivariate Constraints Wei Pang and George Coghill 2:10PM L-Fuzzy Inference Jonathan Garibaldi and Christian Wagner 2:30PM Uncertain Interval Algebra via Fuzzy/Probabilistic Modeling Keyvan Sadgehi and Ben Goertzel 2:50PM New Links between Mathematical Morphology and Fuzzy Property-Oriented Concept Lattices Juan Carlos Diaz, Nicolas Madrid, Jesus Medina and Manuel Ojeda-Aciego 3:10PM Discrete Fuzzy Transform of Higher Degree Michal Holcapek and Tomas Tichy
108 Special Session: TuF1-5 Advances to Type-2 Fuzzy Logic Control, Chair: Hao Ying and Tufan Kumbasar, Room: 303 .................................................................................................................................................. 273 1:30PM A Method for Deriving the Analytical Structure of the TS Fuzzy Controllers with Two Linear Interval Type-2 Fuzzy Sets for Each Input Variable Haibo Zhou and Hao Ying 1:50PM Boundary Function Based Karnik- Mendel Type Reduction Method for Interval Type-2 Fuzzy PID Controllers Mehmet Furkan Dodurka, Tufan Kumbasar, Ahmet Sakalli and Engin Yesil 2:10PM The Simplest Interval Type-2 Fuzzy PID Controller: Structural Analysis Ahmet Sakalli, Tufan Kumbasar, Mehmet Furkan Dodurka and Engin Yesil 2:30PM Robust Stability Analysis of PD Type Single Input Interval Type-2 Fuzzy Control Systems Tufan Kumbasar 2:50PM Hardware Implementation of a Novel Inference Engine for Interval Type-2 Fuzzy Control on FPGA Matthew Schrieber and Mohammad Biglarbegian 3:10PM Uncertain Nonlinear Time Delay Systems Fast and Large Disturbance Rejection Based on Adaptive Interval Type-2 Fuzzy PI Control Tsung-Chih Lin and Chien-Liang Chen Tuesday, July 8, 3:30PM-6:00PM ............................................................................. 274 Poster Session: PF2 Fuzzy Modeling, Control, & Applications I, Chair: Tsuyoshi Nakamura and Gwo-Ruey Yu, Room: Posters Area (Level 2) .............................................................................................................. 274 P301 The Auto-Revising Method for Fuzzy Rule-Base Feng Li, Zhengnan Wang, Mei Wang and Xiaoqiang Liu P302 Hierarchical Fuzzy Sliding-Mode Control for Uncertain Nonlinear Under-Actuated Systems Chiang-Cheng Chiang and Yao-Wei Yeh P303 Variance and Passivity Constrained Fuzzy Control for Continuous Perturbed Fuzzy Systems with Multiplicative Noises Wen-Jer Chang and Bo-Jyun Huang P304 Rapid Face Detection Using an Automatic Distributing Detector Based on Fuzzy Logic Wanjuan Song, Wenyong Dong and Jian Zhang P305 Application of the Fuzzy Gain Scheduling IMC-PID for The Boiler Pressure Control XiaoFeng Li, ShiHe Chen and Ruiyuan Wu P306 Fuzzy Contexts (Type-C) and Fuzzymorphism to Solve Situational Discontinuity Problems Kevin McCarty and Milos Manic P307 Improvement on Fuzzy-Model-Based Stability Criteria of Nonlinear Networked Control Systems Haobin Chen, Bin Tang, Jianan Huang and Yun Zhang P308 Fuzzy Approximation Adaptive Control of Quadruped Robots with Kinematics and Dynamics Uncertainties Zhijun Li, Shengtao Xiao and ShuZhi Sam Ge P309 Fuzzy Proportional-Resonant Control Strategy for Three-Phase Inverters in Islanded Micro-Grid with Nonlinear Loads Hongda Cai, Wei Wei, Yonggang Peng and Huiyong Hu P310 Visual Servo Control of the Hexapod Robot with Obstacle Avoidance Wen-Shyong Yu and Chiau-Wei Huang P311 Improved Observer-Based H-Infinity Control for Fuzzy Interconnected Systems Xinrui Liu, Xinming Hou, Kunya Guo, Zongrang Li and Jinsong Zhang P312 A Novel Adaptive Fuzzy Control for a Class of Discrete-Time Nonlinear Systems in Strict-Feedback Form Xin Wang, Tieshan Li and Lin Bin
109 P313 Design of MPPT by Using Interval Type-2 T-S Fuzzy Controller Gwo-Ruey Yu P314 Robust Fuzzy Digital PID Controller Design Based on Gain and Phase Margins Specifications Ginalber Serra and Danubia Pires P315 Fuzzy Control for Kite-Based Tethered Flying Robot Tohru Ishii, Yasutake Takahashi, Yoichiro Maeda and Takayuki Nakamura Tuesday, July 8, 4:00PM-6:00PM ............................................................................. 276 Special Session: TuF2-1 Computing with Words and Fuzzy Natural Language Processing, Chair: Jerry Mendel, Room: 201A .................................................................................................................................. 276 4:00PM On the Creation of a Fuzzy Dataset for the Evaluation of Fuzzy Semantic Similarity Measures Keeley Crockett, David Chandran and David Mclean 4:20PM A Numerical Two-Scale Model of Multi-Granularity Linguistic Variables and Its Application to Group Decision Making Mei Cai, Xiuzhi Sang and Xinwang Liu 4:40PM Determining Interval Type-2 Fuzzy Set Models for Words Using Data Collected from One Subject: Person FOUs Jerry Mendel and Dongrui Wu 5:00PM Twitter Topic Fuzzy Fingerprints Hugo Rosa, Fernando Batista and Joao Paulo Carvalho 5:20PM On the Use of Hesitant Fuzzy Linguistic Term Set in FLINTSTONES Francisco J. Estrella, Rosa M. Rodriguez, Macarena Espinilla and Luis Martinez 5:40PM Exploring Statistical Attributes Obtained from Fuzzy Agreement Models Simon Miller, Christian Wagner and Jonathan Garibaldi Special Session: TuF2-2 Applications of Type-2 Fuzzy Systems, Chair: Christian Wagner, Room: 201B .... 277 4:00PM A General Type-II Similarity Based Model for Breast Cancer Grading with FTIR Spectral Data Shabbar Naqvi, Simon Miller and Jonathan Garibaldi 4:20PM An Interval Type-2 Fuzzy Logic Based System with User Engagement Feedback for Customized Knowledge Delivery within Intelligent E-Learning Platforms Khalid Almohammadi, Bo Yao and Hani Hagras 4:40PM Fuzzy Perceptron with Pocket Algorithm in Postoperative Patient Data Set Suwannee Phitakwinai, Sansanee Auephanwiriyakul and Nipon Theera-Umpon 5:00PM A Type-2 Fuzzy Logic System for Linguistic Summarization of Video Sequence in Indoor Intelligent Environments Bo Yao, Hani Hagras, Daniyal Alghazzawi and Mohammed J. Alhaddad 5:20PM Designing Practical Interval Type-2 Fuzzy Logic Systems Made Simple Dongrui Wu and Jerry Mendel 5:40PM Real-Time Power Aware Scheduling for Tasks with Type-2 Fuzzy Timing Constraints Rahul Nath, Amit K. Shukla and Pranab Muhuri Special Session: TuF2-3 Computational Intelligence for Human-centred Applications, Chair: Giovanni Acampora, Room: 201C ............................................................................................................................. 278 4:00PM An Optimization Model for FML-Based Decision Support System on Energy Management Mei-Hui Wang, Pi-Jen Hsieh, Chang-Shing Lee, David Lupien St-Pierre and Che-Hung Liu 4:20PM Extending FML with Evolving Capabilities through a Scripting Language Approach Giovanni Acampora, Marek Reformat and Autilia Vitiello 4:40PM A Fuzzy Logic Based Reputation System for E-Markets Giovanni Acampora, Arcangelo Castiglione and Autilia Vitiello
110 5:00PM Activities Recognition and Worker Profiling in the Intelligent Office Environment Using a Fuzzy Finite State Machine Caroline Langensiepen, Ahmad Lotfi and Puteh Saifullizam 5:20PM An Extended Neuro-Fuzzy Approach for Efficiently Predicting Review Ratings in E-Markets Giovanni Acampora, Georgina Cosma and Taha Osman 5:40PM Type-2 Fuzzy Set Construction and Application for Adaptive Student Assessment System Mei-Hui Wang, Chi-Shiang Wang, Chang-Shing Lee, Su-Wei Lin and Pi-Hsia Hung TuF2-4 Fuzzy Control and Intelligent Systems II, Chair: Chin-Teng Lin and Timothy Havens, Room: 201D .................................................................................................................................................................. 279 4:00PM Fuzzy Sliding Surface Control of Wind-Induced Vibration Suresh Thenozhi and Yu Wen 4:20PM Automatic Tuning of PID Controllers in Engine Control Units by Means of Local Model Networks and Evolutionary Optimization Christian Mayr, Nikolaus Euler-Rolle and Stefan Jakubek 4:40PM Stabilization Analysis of Single-Input Polynomial Fuzzy Systems Using Control Lyapunov Functions Radian Furqon, Ying-Jen Chen, Motoyasu Tanaka, Kazuo Tanaka and Hua O. Wang 5:00PM Real Time Fuzzy Controller for Quadrotor Stability Control Pranav Bhatkhande and Timothy Havens 5:20PM Robust Adaptive Fuzzy Control of Uncertain Bilinear Systems with Unknown Dead-Zone Chiang-Cheng Chiang and Chao-Yu Cheng 5:40PM Structure and Parameter Optimization of FNNs Using Multi-objective ACO for Control and Prediction Chia-Feng Juang and Chia-Hung Hsu Industrial Session: TuF2-5 CI on Big Data and Social Networks, Chair: Catherine Huang, Room: 303 ...... 280 4:00PM Exploiting Homophily-Based Implicit Social Network to Improve Recommendation Performance Tong Zhao, Junjie Hu, Pinjia He, Huang Fan, Irwin King and Michael Lyu 4:20PM Anomaly Detection Based on Indicators Aggregation Tsirizo Rabenoro, Jerome Lacaille, Marie Cottrell and Fabrice Rossi 4:40PM Mixture Modeling and Inference for Recognition of Multiple Recurring Unknown Patterns Zeyu You, Raviv Raich and Yonghong Huang 5:00PM Investigating the Quality of a Bibliographic Knowledge Base Using Partitioning Semantics Lea Guizol and Madalina Croitoru 5:20PM A Structure Optimization Algorithm of Neural Networks for Large-Scale Data Sets Jie Yang, Jun Ma, Matthew Berryman and Pascal Perez 5:40PM Model Based Lithium Ion Cell Ageing Data Analysis Christoph Hametner, Wenzel Prochazka, Amra Suljanovic and Stefan Jakubek Wednesday, July 9, 1:30PM-3:30PM ........................................................................ 281 Special Session: WeF1-1 Human Symbiotic Systems I, Chair: Yoichiro Maeda, Room: 201A ..................... 281 1:30PM A Study on Improvement of Serendipity in Item-Based Collaborative Filtering Using Association Rule Hiroaki Ito, Tomohiro Yoshikawa and Takeshi Furuhashi 1:50PM Investigation of the Effects of Nonverbal Information on Werewolf Daisuke Katagami, Shono Takaku, Michimasa Inaba, Hirotaka Osawa, Kosuke Shinoda, Junji Nishino and Fujio Toriumi 2:10PM A Study on Extraction of Minority Groups in Questionnaire Data Based on Spectral Clustering Kazuto Inagaki, Tomohiro Yoshikawa and Takeshi Furuhashi 2:30PM Classification of Writing-Skill Features Using Embodied Expertise Onomatopoeias Hiroki Hojo, Junji Isogai, Tsuyoshi Nakamura, Yutaro Tomoto, Masayoshi Kanoh and Koji Yamada
111 2:50PM A Crossover Operation for Evolutionary Binary Decision Diagrams Kai Sugimoto, Tsuyoshi Nakamura and Masayoshi Kanoh 3:10PM Robot-Human Interaction to Encourage Voluntary Action Hiroyuki Masuta, Yusei Matsuo, Hun-ok Lim and Naoyuki Kubota Special Session: WeF1-2 Methods and Applications of Fuzzy Cognitive Maps, Chair: Engin Yesil and Elpiniki Papageorgiou, Room: 201B ........................................................................................................... 282 1:30PM Modelling Dynamic Causal Relationship in Fuzzy Cognitive Maps Yuan Miao 1:50PM Triangular Fuzzy Number Representation of Relations in Fuzzy Cognitive Maps Engin Yesil, Mehmet Furkan Dodurka and Leon Urbas 2:10PM Analysis of Fuzzy Cognitive Maps with Multi-Step Learning Algorithms in Valuation of Owner-Occupied Homes Katarzyna Poczeta and Alexander Yastrebov 2:30PM Learning Large-Scale Fuzzy Cognitive Maps Using a Hybrid of Memetic Algorithm and Neural Network Yaxiong Chi and Jing Liu 2:50PM ICLA Imperialist Competitive Learning Algorithm for Fuzzy Cognitive Map Sadra Ahmadi, Somayeh Alizadeh, Nafiseh Forouzideh, Chung-Hsing Yeh, Rodney Martin and Elpiniki Papageorgiou 3:10PM Towards a Hybrid Approach of Primitive Cognitive Network Process and Fuzzy Cognitive Map for Box Office Analysis Nicole Yamei Zhou and Kevin Kam Fung Yuen WF1-3 Real World Applications, Chair: Tadanari Taniguchi and Huaguang Zhang, Room: 201C ............ 283 1:30PM Cooperative and Hierarchical Fuzzy MPC for Building Heating Control Barbara Mayer, Michaela Killian and Martin Kozek 1:50PM A Clustering Routing Protocol for Wireless Sensor Networks Based on Type-2 Fuzzy Logic and ACO QiYe Zhang, ZeMing Sun and Feng Zhang 2:10PM An Adaptive Interval Type-2 Fuzzy Logic Framework for Classification of Gait Patterns of Anterior Cruciate Ligament Reconstructed Subjects Owais A Malik, S. M. N. Arosha Senanayake and Danish Zaheer 2:30PM Fuzzy Chest Pain Assessment for Unstable Angina Based on Braunwald Symptomatic and Obesity Clinical Conditions Thiago Orsi, Ernesto Araujo and Ricardo Simoes 2:50PM Fuzzy Breast Cancer Risk Assessment Aniele C. Ribeiro, Deborha P. Silva, and Ernesto Araujo 3:10PM Long Term Prediction for Generation Amount of Converter Gas Based on Steelmaking Production Status Estimation Xiaoyan Tang, Jun Zhao, Chunyang Sheng and Wei Wang WeF1-4 Fuzzy Pattern Recognition & Image Processing, Chair: Dongbin Zhao and Isao Hayashi, Room: 201D ............................................................................................................................................... 284 1:30PM Fuzzy Classification of Orchard Pest Posture Based on Zernike Moments Wenyong Li, Shangfeng Du, Meixiang Chen, Ming Li and Chuanheng Sun 1:50PM Fuzzy Measures of Pixel Cluster Compactness Gleb Beliakov, Gang Li, Quan Vu and Tim Wilkin 2:10PM Image Composition Using F-Transform Marek Vajgl, Petr Hurtik, Irina Perfilieva and Petra Hodakova
112 2:30PM Fusion of Multi-Spectral and Panchromatic Satellite Images Using Principal Component Analysis and Fuzzy Logic Reham Gharbia, Ali Hassan El Baz, Aboul Ella Hassanien, Gerald Schaefer, Tomoharu Nakashima and Ahmad Taher Azar 2:50PM Structural Classification of Proteins through Amino Acid Sequence Using Interval Type-2 Fuzzy Logic System Thanh Nguyen, Abbas Khosravi, Douglas Creighton and Saeid Nahavandi 3:10PM A Hybrid Type-2 Fuzzy Clustering Technique for Input Data Preprocessing of Classification Algorithms Vahid Nouri, Mohammad-R Akbarzadeh-T and Alireza Rowhanimanesh WeI1-1 Intel Special Session on Big Data Analytics, Chair: Catherine Huang, Room: 311A ....................... 285 1:30PM Practice in Analyzing Corporate Textual Data Phil Tian 1:50PM Intel Hadoop and Its Use Cases Keith Qi 2:10PM Big Data Foundation Platform for Video Analytics Albert Hu 2:30PM Cloud based Air Quality Monitoring at Scale Fred Jiang 2:50PM Big Data Foundation Platform for Video Analytics Demo Albert Hu 3:10PM Cloud based Air Quality Monitoring at Scale Demo Fred Jiang Wednesday, July 9, 3:30PM-6:00PM ........................................................................ 286 Poster Session: PF3 Fuzzy Theory & Decision Making, Chair: Christian Mayr and Anca Croitoru, Room: Posters Area (Level 2) ..................................................................................................................... 286 P501 On the Cross-Migrativity of Triangular Subnorms Hangdan Wang and Qin Feng P502 A Fast Geometric Defuzzication Algorithm for Large Scale Information Retrieval Simon Coupland, David Croft and Stephen Brown P503 A Novel Algorithm to Solve the Minimal Hitting Sets in MBD Jianfang Xu, Zhigang Liu and Chenxi Dai P504 Fuzzy Linguistic First Order Logic Based on Refined Hedge Algebra Duc Khanh Tran and Minh Tam Nguyen P505 Bayesian Games with Ambiguous Type Players Youzhi Zhang, Xudong Luo, Wenjun Ma and Ho-fung Leung P506 Clustering Based Outlier Detection in Fuzzy SVM Rahul Kumar Sevakula and Nishchal Kumar Verma P507 Situation-Based Allocation of Medical Supplies in Unconventional Disasters with Fuzzy Triangular Values Junhu Ruan and Yan Shi P508 Novel Hierarchical Fault Diagnosis Approach for Smart Power Grid with Information Fusion of Multi-Data Resources Based on Fuzzy Petri Net Yingnan Wang, Jinfeng Ye, Guojun Xu, Qingmiao Chen, Haiyang Li and Xinrui Liu P509 A New Approach to Improve the Consistency of Linguistic Pair-Wise Comparison Matrix and Derive Interval Weight Vector Hengshan Zhang, Qinghua Zheng, Ting Liu and Yan Nan P510 Collaborative Diagnosis through Fuzzy Petri Net Based Agent Argumentation Xuehong Tao, Yuan Miao, Yanchun Zhang and Zhiqi Shen
113 P511 Estimations, Convergences and Comparisons on Fuzzy Integrals of Sugeno, Choquet and Gould Type Anca Croitoru and Nikos Mastorakis P512 An Approach to Covering-Based Rough Sets through Bipartite Graphs Jingqian Wang and William Zhu P513 A Generalized Equilibrium Value-Based Approach for Solving Fuzzy Programming Problem Chenxia Jin, Yan Shi, Meng Yang and Fachao Li P514 On Three Types of Covering-Based Rough Sets via Definable Sets Yanfang Liu and William Zhu P515 Multi-Agent Evolutionary Design of Beta Fuzzy Systems Yosra Jarraya, Souhir Bouaziz, Adel M. Alimi and Ajith Abraham P516 T-S Fuzzy Affine Linear Modeling Algorithm by Possibilistic C-Regression Models Clustering Algorithm Chung-Chun Kung and Hong-Chi Ku P517 An Under-Sampling Method Based on Fuzzy Logic for Large Imbalanced Dataset Ginny Y. Wong, Frank H. F. Leung and Sai-Ho Ling P518 A Differential Evolution Based Adaptive Neural Type-2Fuzzy Inference System for Classification of Motor Imagery EEG Signals Debabrota Basu, Saugat Bhattacharyya, Dwaipayan Sardar, Amit Konar, D.N. Tibarewala and Atulya Nagar P519 Construction of Slope-Consistent Trapezoidal Interval Type-2 Fuzzy Sets for Simplifying the Perceptual Reasoning Method Chengdong Li, Jianqiang Yi, Guiqing Zhang and Ming Wang Wednesday, July 9, 4:00PM-6:00PM ........................................................................ 288 Special Session: WeF2-1 Human Symbiotic Systems II, Chair: Daisuke Katagami, Room: 201A ................ 288 4:00PM Effect of Robot Utterances Using Onomatopoeia on Collaborative Learning Felix Jimenez, Masayoshi Kanoh, Tomohiro Yoshikawa, Takeshi Furuhashi and Tsuyoshi Nakamura 4:20PM Behavior Extraction from Tweets Using Character N-Gram Models Yuji Yano, Tomonori Hashiyama, Junko Ichino and Shun'ichi Tano 4:40PM Saliency Map for Visual Attention Region Prediction Based on Fuzzy Neural Network Mao Wang, Yoichiro Maeda and Yasutake Takahashi 5:00PM Melody Oriented Interactive Chaotic Sound Generation System Using Music Conductor Gesture Shuai Chen, Yoichiro Maeda and Yasutake Takahashi 5:20PM Intention Recognition by Inverted Two-Wheeled Mobile Robot through Interactive Operation Yasutake Takahashi, Takuya Inoue and Nakamura Takayuki 5:40PM Development of Facial Expression Recognition for Training Video Customer Service Representatives Linh Tuan Dang, Eric W. Cooper and Katsuari Kamei Special Session: WeF2-2 Modalities of Fuzzy Signatures in Knowledge Representation, Chair: Laszlo Koczy, Sukanya Manna and Tom Gedeon, Room: 201B ........................................................................................ 289 4:00PM On the Development of Signatures for Artificial Intelligence Applications Claudiu Pozna, Radu-Emil Precup, Peter Foldesi and Laszlo Koczy 4:20PM A Price Prediction Model for Online Auctions Using Fuzzy Reasoning Techniques Preetinder Kaur, Madhu Goyal and Jie Lu 4:40PM OWA-Based Fuzzy Rule Interpolation for Group Decision Making Chengyuan Chen and Qiang Shen 5:00PM Sensitivity Analysis of the Weighted Generalized Mean Aggregation Operator and Its Application to Fuzzy Signatures Istvan Harmati, Adam Bukovics and Laszlo Koczy
114 5:20PM Understanding Early Childhood Obesity Risks: An Empirical Study Using Fuzzy Signatures Sukanya Manna and Abigail M. Jewkes 5:40PM A New Fuzzy Graph and Signature Based Approach to Describe Fuzzy Situational Maps Aron Ballagi, Claudiu Pozna and Laszlo Koczy WeF2-3 Hybrid Fuzzy Systems, Chair: Scott Dick and Chiew Foong Kwong, Room: 201C ........................ 290 4:00PM Oil Spill Trajectory Tracking Using Swarm Intelligence and Hybrid Fuzzy System Mohsen Pashna, Rubiyah Yusof and Rasoul Rahmani 4:20PM Generating Interpretable Mamdani-Type Fuzzy Rules Using a Neuro-Fuzzy System Based on Radial Basis Functions Diego G. Rodrigues, Gabriel Moura, Carlos M. C. Jacinto, Paulo Jose de Freitas Filho and Mauro Roisenberg 4:40PM An ANFIS Approach to Transmembrane Protein Prediction Hassan Kazemian and Syed Adnan Yusuf 5:00PM Binary Fish School Search Applied to Feature Selection: Application to ICU Readmissions Joao Sargo, Susana Vieira, Joao Sousa and Carmelo Filho 5:20PM The ANFIS Handover Trigger Scheme: The Long Term Evolution (LTE) Perspective Chiew Foong Kwong, Teong Chee Chuah and Su Wei Tan 5:40PM Genetic Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Data Janusz Starczewski, Robert Nowicki and Bartosz Nowak 6:00PM An Improvement in Forecasting Interval based Fuzzy Time Series Shanoli Samui Pal, Tandra Pal and Samarjit Kar WeF2-4 Fuzzy Decision Making and Decision Support Systems I, Chair: Mika Sato-Ilic and Mengyin Fu, Room: 201D ............................................................................................................................................... 291 4:00PM The Prioritization for Higher Education Institutions Performance Criteria with Fuzzy Analytical Hierarchy Process Rati Wongsathan, Witchakorn Khuankaew and Aitsari Khaothawirat 4:20PM Use of Cumulative Information Estimations for Risk Assessment of Heart Failure Patients Jan Bohacik, Chandra Kambhampati, Darryl Davis and John Cleland 4:40PM A Quantitative Preference-Based Structured Argumentation System for Decision Support Nouredine Tamani and Madalina Croitoru 5:00PM Fuzzy Group Decision Making Based on Variable Weighted Averaging Operators Deqing Li, Wenyi Zeng and Junhong Li 5:20PM Developing Tw fuzzy DEMATEL Method for Evaluating Green Supply Chain Management Practices Kuo-Ping Lin, Ru-Jen Lin and Kuo-Chen Hung 5:40PM Gradient-Based Fuzzy Fault Isolation in Residual-Based Fault Detection Systems Francisco Serdio, Edwin Lughofer, Kurt Pichler, Thomas Buchegger, Markus Pichler and Hajrudin Efendic Special Session: WeC2-1 CIS and WCCI Competition Session, Chair: Swagatam Das and Alessandro Sperduti, Room: 311A ................................................................................................................................ 293 4:00PM IEEE CIS Ghosts Challenge 2013 Alessandro Sperduti 4:45PM Evolutionary Computation for Dynamic Optimization Problems Changhe Li, Michalis Mavrovouniotis, Shengxiang Yang and Xin Yao 5:10PM Optimization of Problems with Multiple Interdependent Components Sergey Polyakovskiy, Markus Wagner, Mohammad Reza Bonyadi, Frank Neumann and Zbignew Michalewicz 5:35PM First Neural Connectomics Challenge: From Imaging to Connectivity Demian Battaglia
115 Thursday, July 10, 1:30PM-3:30PM .......................................................................... 293 Special Session: ThF1-1 Hand Skill Recognition and Transfer, Chair: Honghai Liu, Room: 201A ............. 293 1:30PM Active Interaction Control of a Rehabilitation Robot Based on Motion Recognition and Adaptive Impedance Control Wei Meng, Yilin Zhu, Zude Zhou, Kun Chen and Qingsong Ai 1:50PM Fuzzy Neural Network-Based Adaptive Impedance Force Control Design of Robot Manipulator under Unknown Environment Wei-Chen Wang and Ching-Hung Lee 2:10PM Finger Pinch Force Estimation through Muscle Activations Using a Surface EMG Sleeve on the Forearm Yinfeng Fang, Zhaojie Ju, Xiangyang Zhu and Honghai Liu 2:30PM Joint Angle Estimation System for Rehabilitation Evaluation Support Junya Kusaka, Takenori Obo, Janos Botzheim and Naoyuki Kubota 2:50PM Fuzzy-Based Adaptive Motion Control of a Virtual iCub Robot in Human-Robot-Interaction Zejun Xu, Chenguang Yang, Hongbin Ma and Mengyin Fu 3:10PM Teleoperation of a Virtual iCub Robot under Framework of Parallel System via Hand Gesture Recognition Chen Li, Hongbin Ma, Chenguang Yang and Mengyin Fu Special Session: ThF1-2 Hybridisations, Extensions, and High-Order Fuzzy Sets, Chair: Neil Mac Parthaláin and Richard Jensen, Room: 201B ............................................................................................................... 294 1:30PM Approximate Nature of Traditional Fuzzy Methodology Naturally Leads to Complex-Valued Fuzzy Degrees Olga Kosheleva and Vladik Kreinovich 1:50PM Tightly Coupled Fuzzy Rough Description Logic Programs under the Answer Set Semantics for the Semantic Web Tingting Zou, Yanpeng Qu and Ansheng Deng 2:10PM Feature Grouping-Based Fuzzy-Rough Feature Selection Richard Jensen, Neil Mac Parthalain and Chris Cornelis 2:30PM An Advancing Investigation on Reduct and Consistency for Decision Tables in Variable Precision Rough Set Models James N. K. Liu, Yanxing Hu, Jia You and He Yulin 2:50PM Heuristic Search for Fuzzy-Rough Bireducts and Its Use in Classifier Ensembles Ren Diao, Neil Mac Parthalain, Richard Jensen and Qiang Shen 3:10PM Hybrid Fuzzy Genetics-Based Machine Learning with Entropy-Based Inhomogeneous Interval Discretization Yuji Takahashi, Yusuke Nojima and Hisao Ishibuchi ThF1-3 Fuzzy Clustering, Chair: Seiichi Ozawa and Xiao-Jun Zeng, Room: 201C ..................................... 295 1:30PM Incremental Fuzzy Clustering for Document Categorization Jianping Mei, Yangtao Wang, Lihui Chen and Chunyan Miao 1:50PM Enhanced Cluster Validity Index for the Evaluation of Optimal Number of Clusters for Fuzzy C-Means Algorithm Neha Bharill and Aruna Tiwari 2:10PM A Learning Scheme to Fuzzy C-Means Based on a Compromise in Updating Membership Degrees Shang-Lin Wu, Yang-Yin Lin, Yu-Ting Liu, Chih-Yu Chen and Chin-Teng Lin 2:30PM Link-Based Pairwise Similarity Matrix Approach for Fuzzy C-Means Clustering Ensemble Pan Su, Changjing Shang and Qiang Shen 2:50PM Fuzzy Clustering Using Automatic Particle Swarm Optimization Min Chen and Ludwig Simone
116 3:10PM A Preprocessed Induced Partition Matrix Based Collaborative Fuzzy Clustering for Data Analysis Mukesh Prasad, Dong Lin Li, Yu-Ting Liu, Linda Siana, Chin-Teng Lin and Amit Saxena 3:30PM Dynamic Texture Classification Using Local Fuzzy Coding Liuyang Wang, Huaping Liu and Fuchun Sun ThF1-4 Fuzzy Systems Modelling and Identification, Chair: Faa-Jeng Lin and Jozo Dujmovic, Room: 201D .................................................................................................................................................................. 297 1:30PM A New Monotonicity Index for Fuzzy Rule-Based Systems Lie Meng Pang, Kai Meng Tay and Chee Peng Lim 1:50PM Sparse Fuzzy C-Regression Models with Application to T-S Fuzzy Systems Identification Minnan Luo, Fuchun Sun and Huaping Liu 2:10PM A Systems Approach for Scheduling Aircraft Landings in JFK Airport Sina Khanmohammadi, Chun-An Chou, Harold W. Lewis III and Doug Elias 2:30PM A New Fuzzy Ratio and Its Application to the Single Input Rule Modules Connected Fuzzy Inference System Chian Haur Jong, Kai Meng Tay and Chee Peng Lim 2:50PM Fuzzy Uncertainty Assessment in RBF Neural Networks Using Neutrosophic Sets for Multiclass Classification Adrian Rubio-Solis and George Panoutsos 3:10PM A New Adaptive Mamdani-Type Fuzzy Modeling Strategy for Industrial Gas Turbines Yu Zhang, Jun Chen, Chris Bingham and Mahdi Mahfouf 3:30PM Introduction to Tunable Equivalence Fuzzy Associative Memories Estevao Esmi, Peter Sussner and Sandra Sandri Thursday, July 10, 3:30PM-6:00PM .......................................................................... 298 Poster Session: PF4 Fuzzy Modeling, Control, & Applications II, Chair: Tomoharu Nakashima and Neha Bharill, Room: Posters Area (Level 2) ........................................................................................................ 298 P701 Reengineering Fuzzy Nested Relational Databases into Fuzzy XML Model Weijun Li, Xu Chen and Z. M. Ma P702 Evaluation of Responsiveness of Health Systems Using Fuzzy-based Technique Sukanya Phongsuphap and Yongyuth Pongsupap P703 A Fuzzy Logic Based Parkinson's Disease Risk Predictor Siyuan Liu, Zhiqi Shen, Martin J. McKeown, Cyril Leung and Chunyan Miao P704 An Integrated Intelligent Technique for Monthly Rainfall Time Series Prediction Jesada Kajornrit, Kok Wai Wong, Chun Che Fung and Yew Soon Ong P705 A Fuzzy Ontology Driven Method for a Personalized Query Reformulation Hajer Baazaoui-zghal and Henda Ben ghezala P706 A Comparison of Computational Intelligence Techniques for Energy Time Series Forecasting Abbas Namdar and Hamid Berenji P707 Perceptual Computing Based Performance Control Mechanism for Power Efficiency in Mobile Embedded Systems Prashant Gupta and Pranab Muhuri P708 Medical Diagnosis and Monotonicity Clarification Using SIRMs Connected Fuzzy Inference Model with Functional Weights Hirosato Seki and Tomoharu Nakashima P709 T-S Fuzzy Models Based Approximation for General Fractional Order Nonlinear Dynamic Systems Yong Wang, Yiheng Wei, Min Zhu, Mengmeng Liu, Cheng Peng and Zeshao Chen P710 A Mathematical Programming Method for the Multiple Attribute Decision Making with Interval Intuitionistic Fuzzy Values Junfeng Chu and Xinwang Liu
117 P711 Fuzzy Multi Entity Bayesian Networks: A Model for Imprecise Knowledge Representation and Reasoning in High-Level Information Fusion Keyvan Golestan, Fakhri Karray and Mohamed S. Kamel P712 The Realization Problems Related to Weighted Transducers over Strong Bimonoids Ping Li, Yongming Li and Shengling Geng P713 Identification of Dynamic Systems Using a Differential Evolution-Based Recurrent Fuzzy System Cristian dos Santos, Rogerio Espindola, Vinicius Vieira and Alexandre Evsukoff P714 Similarities in Structured Spaces of Sets Wladyslaw Homenda and Agnieszka Jastrzebska P715 A Novel Low-Complexity Method for Determining Nonadditive Interaction Measures Based on Least-Norm Learning Wei An, Chunxiao Ren, Song Ci, Dalei Wu, Haiyan Luo and Yanwei Liu P716 Model Reference Adaptive Iterative Learning Control for Nonlinear Systems Using Observer Design Ying-Chung Wang, Chiang-Ju Chien and I-Hong Jhuo Thursday, July 10, 4:00PM-6:00PM .......................................................................... 300 Special Session: ThF2-1 Computational Intelligence for Cognitive Robotics, Chair: Naoyuki Kubota, Room: 201A ............................................................................................................................................... 300 4:00PM A Reduced Classifier Ensemble Approach to Human Gesture Classification for Robotic Chinese Handwriting Fei Chao, Yan Sun, Zhengshuai Wang, Gang Yao, Zuyuan Zhu, Changle Zhou, Qinggang Meng and Min Jiang 4:20PM Reinforcement Learning in Non-Stationary Environments: An Intrinsically Motivated Stress Based Memory Retrieval Performance (SBMRP) Model Tiong Yew Tang, Simon Egerton and Naoyoki Kubota 4:40PM A Modified EM Algorithm for Hand Gesture Segmentation in RGB-D Data Zhaojie Ju, Yuehui Wang, Wei Zeng, Haibin Cai and Honghai Liu 5:00PM Grounding Spatial Relations in Natural Language by Fuzzy Representation for Human-Robot Interaction Jiacheng Tan, Zhaojie Ju and Honghai Liu 5:20PM Vowel Recognition System of Lipsynchrobot in Lips Gesture Using Neural Network Indra Adji Sulistijono, Haikal Hakim Baiqunni, Zaqiatud Darojah and Didik Setyo Purnomo 5:40PM Quantum-Inspired Multidirectional Associative Memory for Human-Robot Interaction System Naoki Masuyama and Chu Kiong Loo Special Session: ThF2-2 Aggregation Operators, Chair: Simon James and Gang Li, Room: 201B .............. 301 4:00PM "And"- and "Or"-Operations for "Double", "Triple", etc. Fuzzy Sets Hung T. Nguyen, Vladik Kreinovich and Olga Kosheleva 4:20PM Upper and Lower Generalized Factoraggregations Based on Fuzzy Equivalence Relation Pavels Orlovs and Svetlana Asmuss 4:40PM Interpolative GCD Aggregators Jozo Dujmovic 5:00PM Analytical Solution Methods for the Linguistic Weighted Average Problem Xinwang Liu, Xu Yong, Tong Wu and Na Li 5:20PM Nearest Neighbour-Guided Induced OWA and Its Application to Journal Ranking Pan Su, Tianhua Chen, Changjing Shang and Qiang Shen 5:40PM Worker Ranking Determination in Crowdsourcing Platforms Using Aggregation Functions David Sanchez-Charles, Jordi Nin, March Sole and Victor Muntes-Mulero
118 Special Session: ThF2-3 Paradigms of Fuzzy Systems for Medical Benefits, Chair: Syoji Kobashi and Md. Atiqur Rahman Ahad, Room: 201C ........................................................................................................... 302 4:00PM Fuzzy Object Growth Model for Newborn Brain Using Manifold Learning Ryosuke Nakano, Syoji Kobashi, Kei Kuramoto, Yuki Wakata, Kumiko Ando, Reiichi Ishikura, Tomomoto Ishikawa, Shozo Hirota and Yutaka Hata 4:20PM Investigating Distance Metric Learning in Semi-Supervised Fuzzy C-Means Clustering Daphne Teck Ching Lai, Jonathan Garibaldi and Jenna Reps 4:40PM Soft Class Decision for Nursing-Care Text Classification Using a K-Nearest Neighbor Based System Manabu Nii, Kazunobu Takahama, Atsuko Uchinuno and Reiko Sakashita 5:00PM An Automated Determination of Blumensaat Line Using Fuzzy System Based on Physician Experience from Femur CT Image Yosuke Uozumi, Kouki Nagamune, Naoki Nakano, Kanto Nagai, Yuichiro Nishizawa, Yuichi Hoshino, Takehiko Matsushita, Ryosuke Kuroda and Masahiro Kurosaka 5:20PM Multimodeling for the Prediction of Patient Readmissions in Intensive Care Units Marta Fernandes, Claudia Silva, Susana Vieira and Joao Sousa 5:40PM Benefits of Fuzzy Logic in the Assessment of Intellectual Disability Alessandro Di Nuovo, Santo Di Nuovo, Serafino Buono and Vincenzo Cutello Special Session: ThF2-4 Advances to Self-tuning and Adaptive Fuzzy Control Systems, Chair: Tsung-Chih Lin, Room: 201D ........................................................................................................................................ 304 4:00PM Model-Based Takagi-Sugeno Fuzzy Approach for Vehicle Longitudinal Velocity Estimation during Braking Haiping Du and Weihua Li 4:20PM Analysis of the Performances of Type-1, Self-Tuning Type-1 and Interval Type-2 Fuzzy PID Controllers on the Magnetic Levitation System Ahmet Sakalli, Tufan Kumbasar, Engin Yesil and Hani Hagras 4:40PM Robust Stabilization of Recurrent Fuzzy Systems via Switching Control Stefan Gering, Wolfgang Krippner and Juergen Adamy 5:00PM Performance Evaluation of Interval Type-2 and Online Rule Weighing Based Type-1 Fuzzy PID Controllers on a PH Process Tufan Kumbasar, Cihan Ozturk, Engin Yesil and Hani Hagras 5:20PM Observer-Based Indirect Adaptive Supervisory Control for Unknown Time Delay System Ting-Ching Chu, Tsung-Chih Lin and Valentina Emilia Balas 5:40PM Direct Adaptive Fuzzy Tracking Control with Observer and Supervisory Controller for Nonlinear MIMO Time Delay Systems Chia-Hao Kuo, Tsung-Chih Lin and Chien-Liang Chen Friday, July 11, 8:10AM-10:10AM ............................................................................. 305 Special Session: FrF1-1 Handling Uncertainties in Big Data by Fuzzy Systems, Chair: Jie Lu, Room: 201A .................................................................................................................................................................. 305 8:10AM A Fuzzy Tree Matching-Based Personalised E-Learning Recommender System Dianshuang Wu, Guangquan Zhang and Jie Lu 8:30AM On the Use of Map-Reduce to Build Linguistic Fuzzy Rule Based Classification Systems for Big Data Victoria Lopez, Sara Del Rio, Jose Manuel Benitez and Francisco Herrera 8:50AM A Trust-Based Performance Measurement Modeling Using DEA, T-Norm and S-Norm Operators Ali Azadeh, Saeed Abdolhosseinzadeh, Morteza Saberi, Farookh Khadeer Hussain and Omar Khadeer Hussain 9:10AM A Novel Evaluation Approach for Power Distribution System Planning Based on Linear Programming Model and ELECTRE III Tiefeng Zhang, Guangquan Zhang, Jie Lu and Jianwei Gu
119 9:30AM Multicriteria Decision Making with Fuzziness and Criteria Interdependence in Cloud Service Selection Le Sun, Hai Dong, Farookh Hussain, Omar Hussain, Jiangang Ma and Yanchun Zhang 9:50AM Medical Diagnosis by Fuzzy Standard Additive Model with Wavelets Thanh Nguyen, Abbas Khosravi, Douglas Creighton and Saeid Nahavandi Special Session: FrF1-2 Evolutionary Fuzzy Systems, Chair: Yusuke Nojima, Room: 201B ....................... 306 8:10AM Aeroengine Prognosis through Genetic Distal Learning Applied to Uncertain Engine Health Monitoring Data Alvaro Martinez, Luciano Sanchez and Ines Couso 8:30AM GPFIS-Control: A Fuzzy Genetic Model for Control Tasks Adriano Koshiyama, Tatiana Escovedo, Marley Vellasco and Ricardo Tanscheit 8:50AM Tuning Larger Membership Grades for Fuzzy Association Rules Stephen G. Matthews 9:10AM Embedding Evolutionary Multiobjective Optimization into Fuzzy Linguistic Combination Method for Fuzzy Rule-Based Classifier Ensembles Krzysztof Trawinski, Oscar Cordon and Arnaud Quirin 9:30AM Spectral-Spatial Classification of Remote Sensing Images Using a Region-Based GeneSIS Segmentation Algorithm Stelios Mylonas, Dimitris Stavrakoudis, John Theocharis and Paris Mastorocostas 9:50AM Genetic-Fuzzy Mining with Type-2 Membership Functions Yu Li, Chun-Hao Chen, Tzung-Pei Hong and Yeong-Chyi Lee FrF1-3 Fuzzy Control and Intelligent Systems III, Chair: Shan Xu and Chun-Hsiung Fang, Room: 201C . 307 8:10AM Local H Infinity Control and Invariant Set Analysis for Continuous-Time T-S Fuzzy Systems with Magnitude- and Energy-Bounded Disturbances Dong Hwan Lee, Young Hoon Joo and Myung Hwan Tak 8:30AM Design of Indirect Adaptive Fuzzy Control (IAFC) for Nonlinear Hysteretic Systems Chi-Hsu Wang, Jyun-Hong Wang and Chun-Yao Chen 8:50AM Optimal Finite-Horizon Control with Disturbance Attenuation for Uncertain Discrete-Time T-S Fuzzy Model Based Systems Wen-Ren Horng, Jyh-Horng Chou and Chun-Hsiung Fang 9:10AM Distributed Fuzzy Proportional-Spatial Integral Control Design for a Class of Nonlinear Distributed Parameter Systems Jun-Wei Wang, Huai-Ning Wu, Yao Yu and Chang-Yin Sun 9:30AM Development and Implementation of Fuzzy, Fuzzy PID and LQR Controllers for an Roll-Plane Active Hydraulically Interconnected Suspension Sangzhi Zhu, Nong Zhang and Haiping Du 9:50AM New Fuzzy Model with Second Order Terms for the Design of a Predictive Control Strategy Leonel Gutierrez, Felipe Valencia, Doris Saez and Alejandro Marquez 10:10AM A Self-Tuning Fuzzy PID Controller Design Using Gamma Aggregation Operator Engin Yesil and Cagri Guzay FrF1-4 Fuzzy Data Mining and Forecasting, Chair: Mika Sato-Ilic and Meng Yuan, Room: 201D ............. 308 8:10AM Fuzzy Community Detection in Social Networks Using a Genetic Algortihm Jianhai Su and Timothy Havens 8:30AM A Minimax Model of Portfolio Optimization Using Data Mining to Predict Interval Return Rate Meng Yuan and Junzo Watada 8:50AM Modeling Time Series with Fuzzy Cognitive Maps Homenda Wladyslaw, Jastrzebska Agnieszka and Pedrycz Witold 9:10AM Possibilistic Projected Categorical Clustering via Cluster Cores Stephen G. Matthews and Trevor P. Martin
120 9:30AM Universal Fuzzy Clustering Model Mika Sato-Ilic 9:50AM Iterative Mixed Integer Programming Model for Fuzzy Rule-Based Classification Systems Shahab Derhami and Alice E. Smith 10:10AM Kernel Non-Local Shadowed C-Means for Image Segmentation Long Chen, Jing Zou and C. L. Philip Chen Friday, July 11, 10:30AM-12:30PM ........................................................................... 309 Special Session: FrF2-1 Recent Advances in Fuzzy-Model-Based Control Design and Analysis I, Chair: Hak-Keung Lam, Room: 201A ........................................................................................................ 309 10:30AM Stability Region Analysis for Polynomial Fuzzy Systems by Polynomial Lyapunov Functions Ying-Jen Chen, Motoyasu Tanaka, Kazuo Tanaka and H. O. Wang 10:50AM Dissipativity Analysis for Discrete-Time T-S Fuzzy Systems with Time-Varying Delay and Stochastic Perturbation Xiaozhan Yang, Zhong Zheng, Yuxin Zhao and Ligang Wu 11:10AM A Comparison between T-S Fuzzy Systems and Affine T-S Fuzzy Systems as Nonlinear Control System Models Xiao-Jun Zeng 11:30AM Relaxed Stability Conditions Based on Taylor Series Membership Functions for Polynomial Fuzzy-Model-Based Control Systems Chuang Liu, Hak-Keung Lam, Xian Zhang, Hongyi Li and Sai-Ho Ling 11:50AM Faults Diagnosis Based on Proportional Integral Observer for TS Fuzzy Model with Unmeasurable Decision Variable T. Youssef, H. R. Karimi and M. Chadli 12:10PM Dynamic Output Feedback Controller Design for T-S Fuzzy Plants with Actuator Saturation Using Linear Fractional Transformation Yang Liu, Xiaojun Ban, Fen Wu and Hak-Keung Lam Special Session: FrF2-2 Software for Soft Computing I, Chair: Jesus Alcala-Fdez, Room: 201B ................ 310 10:30AM Supervising Classrooms Comprising Children with Dyslexia and Other Learning Problems with Graphical Exploratory Analysis for Fuzzy Data: Presentation of the Software Tool and Case Study Ana Palacios and Luciano Sanchez 10:50AM The Experimenter Environment of the NIP Imperfection Processor Raquel Martinez, Jose M. Cadenas and M. Carmen Garrido 11:10AM Learning from Data Using the R Package frbs Lala Septem Riza, Christoph Bergmeir, Francisco Herrera and Jose Manuel Benitez 11:30AM Parallel Mining of Fuzzy Association Rules on Dense Data Sets Michal Burda, Viktor Pavliska and Radek Valasek 11:50AM Designing a Compact Genetic Fuzzy Rule-Based System for One-Class Classification Pedro Villar, Bartosz Krawczyk, Ana M. Sanchez, Rosana Montes and Francisco Herrera 12:10PM A Method for Hybrid Personalized Recommender Based on Clustering of Fuzzy User Profiles Shan Xu and Junzo Watada Special Session: FrF2-3 Fuzzy Interpolation, Chair: Qiang Shen and Laszlo Koczy, Room: 201C .............. 311 10:30AM A New Interval-Based Method for Handling Non-Monotonic Information Yi Wen Kerk, Kai Meng Tay and Chee Peng Lim 10:50AM Closed Form Fuzzy Interpolation with Interval Type-2 Fuzzy Sets Longzhi Yang, Chengyuan Chen, Nanlin Jin, Xin Fu and Qiang Shen
121 11:10AM Building Fuzzy Inference Systems with Similarity Reasoning: NSGA II-Based Fuzzy Rule Selection and Evidential Functions Tze Ling Jee, Kok Chin Chai, Kai Meng Tay and Chee Peng Lim 11:30AM Genetic Algorithm-Aided Dynamic Fuzzy Rule Interpolation Nitin Naik, Ren Diao and Qiang Shen 11:50AM Antecedent Selection in Fuzzy Rule Interpolation Using Feature Selection Techniques Ren Diao, Shangzhu Jin and Qiang Shen 12:10PM Fuzzy Rule Interpolation Based Fuzzy Signature Structure in Building Condition Evaluation Gergely Molnarka, Szilveszter Kovacs and Laszlo Koczy FrF2-4 Fuzzy Decision Making and Decision Support Systems II, Chair: Vladik Kreinovich and Toshihiko Watanabe, Room: 201D ............................................................................................................................. 313 10:30AM Multiple Attribute Group Decision Making Using Interval-Valued Intuitionistic Fuzzy Soft Matrix Sujit Das, Mohuya B. Kar, Tandra Pal and Samarjit Kar 10:50AM Towards Data-Driven Environmental Planning and Policy Design -Leveraging Fuzzy Logic to Operationalize a Planning Framework Amir Pourabdollah, Christian Wagner, Simon Miller, Michael Smith and Ken Wallace 11:10AM A New Fuzzy Approach for Multi-Source Decision Fusion Farnoosh Fatemipour, Mohammad-R Akbarzadeh-T and Rouhollah Ghasempour 11:30AM Towards Decision Making under Interval, Set-Valued, Fuzzy, and Z-Number Uncertainty: A Fair Price Approach Joe Lorkowski, Rafik Aliev and Vladik Kreinovich 11:50AM A Fuzzy-Logic-Based Approach for Soft Data Constrained Multiple-Model PHD Filter Sepideh Seifzadeh, Bahador Khaleghi and Fakhri Karray 12:10PM Handling Preferences Under Uncertainty in Recommender Systems Samia Boulkrinat, Allel Hadjali and Aicha Aissani-Mokhtari 12:30PM Flexible Decision Support System Using Dynamic Partial Reconfiguration Technology Janos Grantner and Chinh Nguyen Friday, July 11, 1:30PM-3:30PM ............................................................................... 314 Special Session: FrF3-1 Recent Advances in Fuzzy-Model-Based Control Design and Analysis II, Chair: Hak-Keung Lam, Room: 201A ........................................................................................................ 314 1:30PM Discrete-Time Takagi-Sugeno Descriptor Models: Controller Design Victor Estrada-Manzo, Thierry Marie Guerra, Zsofia Lendek and Philippe Pudlo 1:50PM Observer Design for Switching Nonlinear Systems Zsofia Lendek, Paula Raica, Jimmy Lauber and Thierry-Marie Guerra 2:10PM Model Predictive Control for Discrete Fuzzy Systems via Iterative Quadratic Programming Carlos Arino, Emilio Perez, Antonio Sala and Andres Querol 2:30PM A Novel Relaxed Stabilization Condition for a Class of T-S Time-Delay Fuzzy Systems Shun-Hung Tsai and Cone-Jie Fang 2:50PM SOS-Based Fuzzy Stability Analysis via Homogeneous Lyapunov Functions Ji-Chang Lo 3:10PM Fuzzy Disturbance Observer for a Class of Polynomial Fuzzy Control Systems Hugang Han, Yuta Higaki and Hak-Keung Lam Special Session: FrF3-2 Software for Soft Computing II, Chair: Jesus Alcala-Fdez, Room: 201B ............... 315 1:30PM Jfcs Tool: A Java Software Tool to Design Fuzzy Color Spaces Jose Manuel Soto-Hidalgo, Jesus Chamorro-Martinez, P. Martinez-Jimenez and D. Sanchez
122 1:50PM JuzzyOnline: An Online Toolkit for the Design, Implementation, Execution and Sharing of Type-1 and Type-2 Fuzzy Logic Systems Christian Wagner, Mathieu Pierfitte and Josie McCulloch 2:10PM On Modelling Real-World Knowledge to Get Answers to Fuzzy and Flexible Searches without Human Intervention Victor Pablos-Ceruelo and Susana Munoz-Hernandez 2:30PM Specialized Software for Fuzzy Natural Logic and Fuzzy Transform Applications Vilem Novak, Viktor Pavliska and Radek Valasek 2:50PM A WiFi-Based Software for Indoor Localization Noelia Hernandez, Manuel Ocana, Sergio Humanes, Pedro Revenga, David P. Pancho and Luis Magdalena 3:10PM Analyzing Fuzzy Association Rules with Fingrams in KEEL David P. Pancho, Jose M. Alonso, Jesus Alcala-Fdez and Luis Magdalena Special Session: FrF3-3 Theory of Type-2 Fuzzy Systems, Chair: Bob John, Jon Garibaldi and Simon Coupland, Room: 201C .............................................................................................................................. 316 1:30PM Type-1 or Interval Type-2 Fuzzy Logic Systems - On the Relationship of the Amount of Uncertainty and FOU Size Jabran Aladi, Christian Wagner and Jonathan Garibaldi 1:50PM Building a Type-2 Fuzzy Regression Model Based on Credibility Theory and Its Application on Arbitrage Pricing Theory Yicheng Wei and Junzo Watada 2:10PM Building Linguistic Random Regression Model from the Perspective of Type-2 Fuzzy Set Fei Song, Shinya Imai and Junzo Watada 2:30PM Automatic Learning of General Type-2 Fuzzy Logic Systems Using Simulated Annealing Majid Almaraashi, Robert John and Hopgood Adrian 2:50PM A New Monotonic Type-Reducer for Interval Type-2 Fuzzy Sets Simon Coupland, Robert John and Hussam Hamrawi 3:10PM A Support Vector-Based Interval Type-2 Fuzzy System Volkan Uslan, Huseyin Seker and Robert John Special Session: FrF3-4 Brain and Physiological Computation for Affective Computing, Chair: Toshihiko Watanabe and Faiyaz Doctor, Room: 201D ................................................................................................ 317 1:30PM Spatiotemporal Human Brain Activities on Recalling Body Parts Takahiro Yamanoi, Yoshinori Tanaka, Mika Otsuki, Hisahsi Toyoshima and Toshimasa Yamazaki 1:50PM An Interactive Evolutionary Computation Framework Controlled via EEG Signals Shen Ren, Jiangjun Tang, Michael Barlow and Hussein A. Abbass 2:10PM Ocular Artifact Removal from EEG Using ANFIS Wei Chen, Ze Wang, Ka Fai Lao and Feng Wan 2:30PM Description of Activity of Living Neuronal Network by Fuzzy Bio-Indicator Isao Hayashi and Suguru N. Kudoh 2:50PM Human Behavioural Analysis with Self-Organizing Map for Ambient Assisted Living Kofi Appiah, Andrew Hunter, Ahmad Lotfi, Christopher Waltham and Patrick Dickinson 3:10PM Analysis and Extraction of Knowledge from Body Motion Using Singular Value Decomposition Yinlai Jiang, Isao Hayashi and Shuoyu Wang
123 Friday, July 11, 4:00PM-6:00PM ............................................................................... 318 Special Session: FrF4-1 Recent Advances in Fuzzy-Model-Based Control Design and Analysis III, Chair: Tadanari Taniguchi, Room: 201A ................................................................................................... 318 4:00PM Non-PDC Controller Design for Takagi-Sugeno Models via Line-Integral Lyapunov Functions Abdelmadjid Cherifi, Kevin Guelton and Laurent Arcese 4:20PM Non-Quadratic Stabilization Of Second Order Continuous Takagi-Sugeno Descriptor Systems via Line-Integral Lyapunov Function Raymundo Marquez, Thierry Marie Guerra, Alexandre Kruszewski and Miguel Bernal 4:40PM Brain Style Control Scheme: Simultaneous Forward and Inverse Model Identification and Controller Design Luka Eciolaza, Tadanari Taniguchi and Michio Sugeno 5:00PM Tracking Control for a Non-Holonomic Car-Like Robot Using Dynamic Feedback Linearization Based on Piecewise Bilinear Models Tadanari Taniguchi, Luka Eciolaza and Michio Sugeno 5:20PM Coordinate Transformation of Takagi-Sugeno Models: Stability Conditions and Observer Canonical Forms Horst Schulte and Soeren Georg 5:40PM Design of Fuzzy Synergetic Controller Chi-Hua Liu and Ming-Ying Hsiao Special Session: FrF4-2 New Frontiers in Clustering and its Applications -Fusion of Clustering and Other Methodologies-, Chair: Yuchi Kanzawa, Room: 201B ................................................................................ 319 4:00PM A Maximizing Model of Bezdek-Like Spherical Fuzzy C-Means Clustering Yuchi Kanzawa 4:20PM Fuzzy c-Regression Models Combined with Support Vector Regression Tatsuya Higuchi and Sadaaki Miyamoto 4:40PM Incremental Algorithms for Fuzzy Co-Clustering of Very Large Cooccurrence Matrix Katsuhiro Honda, Daiji Tanaka and Akira Notsu 5:00PM Fuzzy Co-Clustering of Vertically Partitioned Cooccurrence Data with Privacy Consideration Katsuhiro Honda, Toshiya Oda and Akira Notsu 5:20PM FCM-Type Fuzzy Co-Clustering by K-L Information Regularization Katsuhiro Honda, Shunnya Oshio and Akira Notsu 5:40PM Stochastic Gradient Descent Based Fuzzy Clustering for Large Data Yangtao Wang, Lihui Chen and Jianping Mei FrF4-3 Fuzzy Logic & Fuzzy Set Theory II, Chair: Fuchun Sun and Plamen Angelov, Room: 201C .......... 319 4:00PM Regularization-Based Learning of the Choquet Integral Derek Anderson, Stanton Price and Timothy Havens 4:20PM Uniformly Strongly Prime Fuzzy Ideals Flaulles Bergamaschi and Regivan Santiago 4:40PM Ranking Fuzzy Numbers by Their Expansion Center Zhenyuan Wang and Li Zhang-Westman 5:00PM Rotation of Triangular Numbers via Quaternion Ronildo Moura, Flaulles Bergamaschi, Regivan Santiago and Benjamin Bedregal 5:20PM Ontology-Based Service Matching in Cloud Computing Li Liu, Xiaofen Yao, Liangjuan Qin and Miao Zhang 5:40PM Interval Type-2 Fuzzy Modeling and Chaotic Synchronization of Two Different Memristor-Based Lorenz Circuits Tsung-Chih Lin and Fu-Yu Huang
124 FrF4-4 Fuzzy Models, Chair: Petrica C. Pop and Dimitar Filev, Room: 201D ............................................ 320 4:00PM Learning Fuzzy Rules through Ant Optimization, LASSO and Dirichlet Mixture Arturo Garcia-Garcia and Andres Mendez-Vazquez 4:20PM Prediction of Online Trade Growth Using Search-ANFIS: Transactions on Taobao as Examples Jiyuan Wang, Geng Peng and Wei Dai 4:40PM Granular Cognitive Maps Reconstruction Homenda Wladyslaw, Jastrzebska Agnieszka and Pedrycz Witold 5:00PM Fuzzy Multi-Objective Reliability-Redundancy Allocation Problem Ashraf Zubair, Pranab Muhuri, Q. M. Danish Lohani and Rahul Nath 5:20PM On the Resilience of an Ant-Based System in Fuzzy Environments. An Empirical Study Gloria Cerasela Crisan, Camelia-M. Pintea and Petrica C. Pop 5:40PM An Investigation of Methods of Parameter Tuning For Q-Learning Fuzzy Inference System Ahmad Al-Talabi and Howard Schwartz
125 DETAILED PROGRAM (IEEE CEC 2014) .................................................................. 323 Monday, July 7, 1:30PM-3:30PM .............................................................................. 323 Special Session: MoE1-1 Computational Intelligence and Games, Chair: Kyung-Joong Kim and Sung-Bae Cho, Room: 203A ....................................................................................................................................... 323 1:30PM Learning a Super Mario Controller from Examples of Human Play Geoffrey Lee, Min Luo, Fabio Zambetta and Xiaodong Li 1:50PM Integrating Fuzzy Integral and Heuristic Search for Unit Micromanagement in RTS Games Tung Nguyen, Kien Nguyen and Ruck Thawonmas 2:10PM *Tego - A Framework for Adversarial Planning Daniel Ashlock and Philip Hingston 2:30PM TURAN: Evolving Non-Deterministic Players for the Iterated Prisoner's Dilemma Marco Gaudesi, Elio Piccolo, Giovanni Squillero and Alberto Tonda 2:50PM Evolving a Fuzzy Goal-Driven Strategy for the Game of Geister Andrew Buck, Tanvi Banerjee and James Keller 3:10PM Deep Boltzmann Machine for Evolutionary Agents of Mario AI Hisashi Handa Special Session: MoE1-2 Memetic Computing, Chair: Zexuan Zhu and Wenyin Gong, Room: 203B .......... 324 1:30PM A Memetic Algorithm for Solving Permutation Flow Shop Problems with Known and Unknown Machine Breakdowns Humyun Fuad Rahman, Ruhul Sarker, Daryl Essam and Guijuan Chang 1:50PM Remote Sensing Imagery Clustering Using an Adaptive Bi-Objective Memetic Method Ailong Ma, Yanfei Zhong and Liangpei Zhang 2:10PM A Memetic Algorithm Based on Immune Multi-Objective Optimization for Flexible Job-Shop Scheduling Problems Jingjing Ma, Yu Lei, Zhao Wang and Licheng Jiao 2:30PM A Memetic Algorithm for Solving Flexible Job-Shop Scheduling Problems Wenping Ma, Yi Zuo, Jiulin Zeng, Shuang Liang and Licheng Jiao 2:50PM Hybridizing the Dynamic Mutation Approach with Local Searches to Overcome Local Optima Kuai Wei and Michael J. Dinneen 3:10PM Memetic Algorithm with Adaptive Local Search Depth for Large Scale Global Optimization Can Liu and Bin Li Special Session: MoE1-3 Evolutionary Computer Vision, Chair: Mengjie Zhang, Vic Ciesielski and Mario Koppen, Room: 203C ................................................................................................................................. 324 1:30PM Neural Network Ensembles for Image Identification Using Pareto-Optimal Features Wissam A. Albukhanajer, Yaochu Jin and Johann A. Briffa 1:50PM Automatic Evolutionary Medical Image Segmentation Using Deformable Models Andrea Valsecchi, Pablo Mesejo, Linda Marrakchi-Kacem, Stefano Cagnoni and Sergio Damas 2:10PM Cost-Sensitive Texture Classification Gerald Schaefer, Bartosz Krawczyk, Niraj Doshi and Tomoharu Nakashima 2:30PM Genetic Algorithms Based Feature Combination for Salient Object Detection, for Autonomously Identified Image Domain Types Syed Saud Naqvi, Will N. Browne and Christopher Hollitt 2:50PM Unsupervised Learning for Edge Detection Using Genetic Programming Wenlong Fu, Mark Johnston and Mengjie Zhang
126 Special Session: MoE1-4 Theoretical Foundations of Bio-inspired Computation, Chair: Pietro Oliveto, Room: 203D ............................................................................................................................................... 325 1:30PM Single- and Multi-Objective Genetic Programming: New Runtime Results for SORTING Markus Wagner and Frank Neumann 1:50PM Runtime Comparison of Two Fitness Functions on a Memetic Algorithm for the Clique Problem Kuai Wei and Michael J. Dinneen 2:10PM A Theoretical Assessment of Solution Quality in Evolutionary Algorithms for the Knapsack Problem Jun He, Mitavskiy Boris and Yuren Zhou 2:30PM The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms Yang Yu and Hong Qian 2:50PM Markov Chain Analysis of Evolution Strategies on a Linear Constraint Optimization Problem Alexandre Chotard, Anne Auger and Nikolaus Hansen 3:10PM Free Lunch for Optimisation under the Universal Distribution Tom Everitt, Tor Lattimore and Marcus Hutter Monday, July 7, 3:30PM-6:00PM .............................................................................. 326 Poster Session: PE1 Poster Session I, Chair: Tadahiko Murata, Room: Posters Area (Level 2) .................. 326 P101 Smooth Global and Local Path Planning for Mobile Robot Using Particle Swarm Optimization, Radial Basis Functions, Splines and Bezier Curves Nancy Arana-Daniel, Alberto A. Gallegos, Carlos Lopez-Franco and Alma Y. Alanis P102 A Novel Improvement of Particle Swarm Optimization Using Dual Factors Strategy Lin Wang, Bo Yang, Yi Li and Na Zhang P103 A Verifiable PSO Algorithm in Cloud Computing Tao Xiang, Weimin Zhang and Fei Chen P104 Space-Time Simulation Model Based on Particle Swarm Optimization Algorithm for Stadium Evacuation Xinlu Zong, Shengwu Xiong, Hui Xu and Pengfei Duan P105 Bare Bones Particle Swarm with Scale Mixtures of Gaussians for Dynamic Constrained Optimization Mauro Campos and Renato Krohling P106 Cooperative Particle Swarm Optimizer with Elimination Mechanism for Global Optimization of Multimodal Problems Geng Zhang and Yangmin Li P107 A Chaotic Particle Swarm Optimization Algorithm for the Jobshop Scheduling Problem Ping Yan and Minghai Jiao P108 Autonomous Learning Adaptation for Particle Swarm Optimization Wenyong Dong, Jiangshen Tian, Xu Tang, Kang Sheng and Jin Liu P109 A Growing Partitional Clustering Based on Particle Swarm Optimization Nuosi Wu, Zexuan Zhu and Zhen Ji P110 A Novel Chaotic Artificial Bee Colony Algorithm Based on Tent Map Fangjun Kuang, Zhong Jin, Weihong Xu and Siyang Zhang P111 A Novel Artificial Bee Colony Algorithm with Integration of Extremal Optimization for Numerical Optimization Problems Min-Rong Chen, Wei Zeng, Guo-Qiang Zeng, Xia Li and Jian-Ping Luo P112 Hybrid ACO/EA Algorithms Applied to the Multi-Agent Patrolling Problem Fabrice Lauri and Abder Koukam P113 Comparison of Multiobjective Particle Swarm Optimization and Evolutionary Algorithms for Optimal Reactive Power Dispatch Problem Yujiao Zeng and Yanguang Sun
127 P114 MOPSOhv: A New Hypervolume-Based Multi-Objective Particle Swarm Optimizer Ivan Chaman-Garcia, Carlos A. Coello Coello and Alfredo Arias-Montano P115 A Population Diversity Maintaining Strategy Based on Dynamic Environment Evolutionary Model for Dynamic Multiobjective Optimization Zhou Peng, Jinhua Zheng and Juan Zou P116 Multi-Objective Flexible Job-Shop Scheduling Problem with DIPSO: More Diversity, Greater Efficiency Luiz Carvalho and Marcia Fernandes P117 Calculating the Complete Pareto Front for a Special Class of Continuous Multi-Objective Optimization Problems Xiao-Bing Hu, Ming Wang and Mark S Leeson P118 A Self-Adaptive Evolutionary Approach to the Evolution of Aesthetic Maps for a RTS Game Raul Lara-Cabrera, Carlos Cotta and Antonio J. Fernandez-Leiva P119 Enhanced Differential Evolution with Adaptive Direction Information Yiqiao Cai and Jixiang Du P120 Visualizing the Population of Meta-Heuristics During the Optimization Process Using Self-Organizing Maps Marcelo Lotif P121 Self-Adaptive Morphable Model Based Multi-View Non-Cooperative 3D Face Reconstruction Kuicheng Lin, Xue Wang, Xuanping Li and Yuqi Tan P122 Using Electromagnetic Algorithm for Tuning the Structure and Parameters of Neural Networks Ayad Turky and Salwani Abdullah P123 Feature Selection Based on Manifold-Learning with Dynamic Constraint-Handling Differential Evolution Zhihui Li, Zhigang Shang, Jane Jing Liang and Boyang Qu P124 Metaheuristics for the 3D Bin Packing Problem in the Steel Industry Joaquim Viegas, Susana Vieira, Joao M. Sousa and Elsa Henriques P125 A New CSP Graph-Based Representation to Resource-Constrained Project Scheduling Problem Antonio Gonzalez-Pardo and David Camacho P126 Optimization Algorithm for Rectangle Packing Problem Based on Varied-Factor Genetic Algorithm and Lowest Front-Line Strategy Haiming Liu, Jiong Zhou, Xinsheng Wu and Peng Yuan P127 A Parallel Evolutionary Solution for the Inverse Kinematics of Generic Robotic Manipulators Siavash Farzan and Guilherme DeSouza P128 Feature Extraction Based on Trimmed Complex Network Representation for Metabolomic Data Classification Yue Chen, Zexuan Zhu and Zhen Ji P129 Primary Study on Feedback Controlled Differential Evolution Kenichi Tamura and Keiichiro Yasuda P130 A Route Planning Strategy for the Automatic Garment Cutter Based on Genetic Algorithm Wenchao Yu and Linji Lu Monday, July 7, 4:00PM-6:00PM .............................................................................. 331 Special Session: MoE2-1 Evolutionary Multi-Objective Optimization and Decision Making, Chair: Sanaz Mostaghim, Room: 203A ............................................................................................................................ 331 4:00PM Comparative Analysis of Classical Multi-Objective Evolutionary Algorithms and Seeding Strategies for Pairwise Testing of Software Product Lines Roberto Erick Lopez-Herrejon, Javier Ferrer, Francisco Chicano, Alexander Egyed and Enrique Alba 4:20PM An MOEA/D with Multiple Differential Evolution Mutation Operators Yang Li, Aimin Zhou and Guixu Zhang
128 4:40PM Multi-Objective Transportation Network Design: Accelerating Search by Applying e-NSGAII Ties Brands, Luc Wismans and Eric van Berkum 5:00PM A Comparison of Multi-Objective Evolutionary Algorithms for the Ontology Meta-Matching Problem Giovanni Acampora, Hisao Ishibuchi and Autilia Vitiello 5:20PM Integrating User Preferences and Decomposition Methods for Many-Objective Optimization Asad Mohammadi, Mohammad Nabi Omidvar, Xiaodong Li and Kalyanmoy Deb 5:40PM A Multi-Objective Evolutionary Algorithm Based on Decomposition for Constrained Multi-Objective Optimization Saul Zapotecas Martinez and Carlos A. Coello Coello Special Session: MoE2-2 Differential Evolution: Past, Present and Future, Chair: Kai Qin, Room: 203B ... 332 4:00PM Cooperative DynDE for Temporal Data Clustering Kristina S. Georgieva and Andries Engelbrecht 4:20PM Multi-Objective Differential Evolution Algorithm Based on Fast Sorting and a Novel Constraints Handling Technique Jane Jing Liang, B. Zheng, Boyang Qu and H. Song 4:40PM A Mutation and Crossover Adaptation Mechanism for Differential Evolution Algorithm Johanna Aalto and Jouni Lampinen 5:00PM An Analysis of the Automatic Adaptation of the Crossover Rate in Differential Evolution Carlos Segura, Carlos A. Coello Coello, Eduardo Segredo and Coromoto Leon 5:20PM Self-Adaptive Differential Evolution with Local Search Chains for Real-Parameter Single-Objective Optimization A. K. Qin, Ke Tang, Hong Pan and Siyu Xia 5:40PM Trading-Off Simulation Fidelity and Optimization Accuracy in Air-Traffic Experiments using Differential Evolution Rubai Amin, Jiangjun Tang, Mohamed Ellejmi, Stephen Kirby and Hussein Abbass Special Session: MoE2-3 Evolutionary Computation in Combinatorial Optimization, Chair: Rong Qu, Room: 203C ............................................................................................................................................... 333 4:00PM A Hybrid Discrete Particle Swarm Optimisation Method for Grid Computation Scheduling Stephen Bennett, Su Nguyen and Mengjie Zhang 4:20PM A Combinatorial Algorithm for the Cardinality Constrained Portfolio Optimization Problem Tianxiang Cui, Shi Cheng and Ruibin Bai 4:40PM Using Harmony Search with Multiple Pitch Adjustment Operators for the Portfolio Selection Problem Nasser R. Sabar and Graham Kendall 5:00PM Genetic Algorithm with Self-Adaptive Mutation Controlled by Chromosome Similarity Daniel Smullen, Jonathan Gillett, Joseph Heron and Shahryar Rahnamayan 5:20PM Chemical Reaction Optimization for the Set Covering Problem James J.Q. Yu, Albert Y.S. Lam and Victor O.K. Li 5:40PM Aircraft Landing Problem Using Hybrid Differential Evolution and Simple Descent Algorithm Nasser R. Sabar and Graham Kendall Special Session: MoE2-4 Artificial Bee Colony Algorithms and their Applications, Chair: Swagatam Das and M. Fatih Tasgetiren, Room: 203D .............................................................................................................. 334 4:00PM Search-Evasion Path Planning for Submarines Using the Artificial Bee Colony Algorithm Bai Li, Raymond Chiong and Ligang Gong 4:20PM A Bee Colony Algorithm for Routing Guided Automated Battery-Operated Electric Vehicles in Personal Rapid Transit Systems Ezzeddine Fatnassi, Olfa Chebbi and Jouhaina Chaouachi 4:40PM A Novel Hybrid Approach for Curriculum Based Course Timetabling Problem Cheng Weng Fong, Hishammuddin Asmuni, Way Shen Lam, Barry McCollum and Paul McMullan
129 5:00PM A Discrete Artificial Bee Colony Algorithm for the Economic Lot Scheduling Problem with Returns Onder Bulut and M. Fatih Tasgetiren 5:20PM Artificial Bee Colony for Workflow Scheduling Yun-Chia Liang, Hsiang-Ling Chen and Yung-Hsiang Nien 5:40PM Cooperation Mechanism For Distributed Resource Scheduling Through Artificial Bee Colony Based Self-Organized Scheduling System Ana Madureira, Bruno Cunha and Ivo Pereira 6:00PM Particle Swarm Optimization with Population Adaptation Nanda Dulal Jana, Swagatam Das and Jaya Sil Tuesday, July 8, 1:30PM-3:30PM ............................................................................. 336 Special Session: TuE1-1 Evolutionary Computation for Planning and Scheduling, Chair: Jian Xiong, Room: 203A ............................................................................................................................................... 336 1:30PM A Benchmark Generator for Dynamic Capacitated Arc Routing Problems Min Liu, Hemant Singh and Tapabrata Ray 1:50PM A Co-Evolutionary Teaching-Learning-Based Optimization Algorithm for Stochastic RCPSP Huanyu Zheng, Ling Wang and Shengyao Wang 2:10PM A Memetic Algorithm with a New Split Scheme for Solving Dynamic Capacitated Arc Routing Problems Min Liu, Hemant Singh and Tapabrata Ray 2:30PM Agile Earth Observing Satellites Mission Planning Using Genetic Algorithm Based on High Quality Initial Solutions Zang Yuan, Yingwu Chen and Renjie He 2:50PM Behavioral Learning of Aircraft Landing Sequencing Using a Society of Probabilistic Finite State Machines Jiangjun Tang and Hussein Abbass 3:10PM Evolving Machine-Specific Dispatching Rules for a Two-Machine Job Shop using Genetic Programming Rachel Hunt, Mark Johnston and Mengjie Zhang Special Session: TuE1-2 Swarm Intelligence for Real-World Engineering Optimization, Chair: Boyang Qu, Room: 203B ............................................................................................................................................... 337 1:30PM An Enhanced Non-Dominated Sorting Based Fruit Fly Optimization Algorithm for Solving Environmental Economic Dispatch Problem Xiaolong Zheng, Ling Wang and Shengyao Wang 1:50PM Particle Swarm Optimization for Integrated Yard Truck Scheduling and Storage Allocation Problem Ben Niu, Ting Xie, Qiqi Duan and Lijing Tan 2:10PM Similarity- and Reliability-Assisted Fitness Estimation for Particle Swarm Optimization of Expensive Problems Tong Liu, Chaoli Sun, Jianchao Zeng and Yaochu Jin 2:30PM Binary Bacterial Foraging Optimization for Solving 0/1 Knapsack Problem Ben Niu and Ying Bi 2:50PM A Discrete Artificial Bee Colony Algorithm for the Parallel Machine Scheduling Problem in DYO Painting Company Damla Kizilay, M. Fatih Tasgetiren, Onder Bulut and Bilgehan Bostan 3:10PM Locality-Sensitive Hashing Based Multiobjective Memetic Algorithm for Dynamic Pickup and Delivery Problems Fangxiao Wang, Yuan Gao and Zexuan Zhu
130 Special Session: TuE1-3 Complex Networks and Evolutionary Computation, Chair: Jing Liu, Room: 203C .................................................................................................................................................................. 338 1:30PM A Compression Optimization Algorithm for Community Detection Jianshe Wu, Lin Yuan, Qingliang Gong, Wenping Ma, Jingjing Ma and Yangyang Li 1:50PM Decomposition Based Multiobjective Evolutionary Algorithm for Collaborative Filtering Recommender Systems Shanfeng Wang, Maoguo Gong, Lijia Ma, Qing Cai and Licheng Jiao 2:10PM A Memetic Algorithm Using Local Structural Information for Detecting Community Structure in Complex Networks Caihong Mu, Jin Xie, Ruochen Liu and Licheng Jiao 2:30PM Ant Colony Clustering Based on Sampling for Community Detection Xiangjing Song, Junzhong Ji, Cuicui Yang and Xiuzhen Zhang 2:50PM A Differential Evolution Box-Covering Algorithm for Fractal Dimension on Complex Networks Li Kuang, Zhiyong Zhao, Feng Wang, Yuanxiang Li, Fei Yu and Zhijie Li 3:10PM An Intelligent Ant Colony Optimization for Community Detection in Complex Networks Caihong Mu, Jian Zhang and Licheng Jiao Special Session: TuE1-4 Evolutionary Algorithms with Statistical and Machine Learning Techniques, Chair: Aimin Zhou, Room: 203D ............................................................................................................... 339 1:30PM HMOEDA_LLE: A Hybrid Multi-Objective Estimation of Distribution Algorithm Combining Locally Linear Embedding Yuzhen Zhang, Guangming Dai, Lei Peng and Maocai Wang 1:50PM Behavioral Study of the Surrogate Model-Aware Evolutionary Search Framework Bo Liu, Qin Chen, Qingfu Zhang, Georges Gielen and Vic Grout 2:10PM A Clustering Based Multiobjective Evolutionary Algorithm Hu Zhang, Shenmin Song, Aimin Zhou and Xiao-Zhi Gao 2:30PM Creating Stock Trading Rules Using Graph-Based Estimation of Distribution Algorithm Xianneng Li, Wen He and Kotaro Hirasawa 2:50PM Grammar Based Genetic Programming with Bayesian Network Pak-Kan Wong, Leung-Yau Lo, Man-Leung Wong and Kwong-Sak Leung 3:10PM A First Attempt on Evolutionary Prototype Reduction for Nearest Neighbor One-Class Classification Bartosz Krawczyk, Isaac Triguero, Salvador Garcia, Michal Wozniak and Francisco Herrera Tuesday, July 8, 3:30PM-6:00PM ............................................................................. 340 Poster Session: PE2 Poster Session II, Chair: Tadahiko Murata, Room: Posters Area (Level 2) ................. 340 P301 A Multi-Swarm Particle Swarm Optimization with Orthogonal Learning for Locating and Tracking Multiple Optima in Dynamic Environments Ruochen Liu, Xu Niu and Licheng Jiao P302 Regression Ensemble with PSO Algorithms Based Fuzzy Integral James Liu, Yulin He and Yanxing Hu P303 An Improved Quantum-Behaved Particle Swarm Optimization Based on Linear Interpolation Shouyong Jiang and Shengxiang Yang P304 Evolving Hierarchical Gene Regulatory Networks for Morphogenetic Pattern Formation of Swarm Robotics Hyondong Oh and Yaochu Jin P305 Avoiding Decoys in Multiple Targets Searching Problems Using Swarm Robotics Zhongyang Zheng, Junzhi Li, Jie Li and Ying Tan P306 Particle Swarm Optimization for Integrity Monitoring in BDS/DR Based Railway Train Positioning Jiang Liu, Bai-gen Cai and Jian Wang
131 P307 Learning and Evolution of Genetic Network Programming with Knowledge Transfer Xianneng Li, Wen He and Kotaro Hirasawa P308 An Improved JADE Algorithm for Global Optimization Ming Yang, Zhihua Cai, Changhe Li and Jing Guan P309 Characterizing the Impact of Selection on the Evolution of Cooperation in Complex Networks Shasha Feng, Shaolin Tan and Jinhu Lu P310 A Tabu Search Heuristic for the Single Row Layout Problem with Shared Clearances Meng Yu, Xingquan Zuo and Chase C. Murray P311 A Weighting-Based Local Search Heuristic Algorithm for the Set Covering Problem Chao Gao, Thomas Weise and Jinlong Li P312 Parallelization for Space Trajectory Optimization Martin Schlueter and Masaharu Munetomo P313 Optimal Approximation of Stable Linear Systems with a Novel and Efficient Optimization Algorithm Qiaoyong Jiang, Lei Wang, Xinhong Hei, Rong Fei, Dongdong Yang, Feng Zou, Hongye Li and Zijian Cao P314 Extending Minimum Population Search Towards Large Scale Global Optimization Antonio Bolufe-Rohler and Stephen Chen P315 A New Penalty Function Method for Constrained Optimization Using Harmony Search Algorithm Biao Zhang, Jun-hua Duan, Hong-yan Sang, Jun-qing Li and Hui Yan P316 Scatter Search Algorithm with Chaos Based Stochasticity Donald Davendra, Roman Senkerik, Ivan Zelinka and Michal Pluhacek P317 Co-Operation of Biology Related Algorithms Meta-Heuristic in ANN-Based Classifiers Design Shakhnaz Akhmedova and Eugene Semenkin P318 Scientific Algorithms for the Car Renter Salesman Problem Denis Felipe, Elizabeth Goldbarg and Marco Goldbarg P319 A Proposal on Analysis Support System Based on Association Rule Analysis for Non-Dominated Solutions Shinya Watanabe, Yuta Chiba and Masahiro Kanazaki P320 GEAS: A GA-ES-Mixed Algorithm for Parameterized Optimization Problems - Using CLS Problem as an Example Xing Zhou, Wei Peng and Bo Yang P321 Application of Computational Intelligence for Source Code Classification Marcos Alvares, Fernando Buarque and Tshilidzi Marwala P322 Genetic Algorithm with Spatial Receding Horizon Control for the Optimization of Facility Locations Xiao-Bing Hu and Mark S Leeson P323 Tuning a Multiple Classifier System for Side Effect Discovery Using Genetic Algorithms Jenna Reps, Uwe Aickelin and Jonathan Garibaldi P324 Cooperation with Potential Leaders in Evolutionary Game Study of Networking Agents Jianlei Zhang, Chunyan Zhang, Tianguang Chu and Ming Cao P325 Multi-Objective Optimization Model Based on Steady Degree for Teaching Building Evacuation Pengfei Duan, Shengwu Xiong, Zhongbo Hu, Qiong Chen and Xinlu Zhong P326 Evolutionary Clustering Algorithm for Community Detection Using Graph-Based Information Gema Bello-Orgaz and David Camacho P327 Applying Conversion Matrix to Robots for Imitating Motion Using Genetic Algorithms Mari Nishiyama and Hitoshi Iba P328 Optimization of Combinational Logic Circuits Through Decomposition of Truth Table and Evolution of Sub-Circuits Francisco Manfrini, Helio Barbosa and Heder Bernadino
132 P329 Reordering Dimensions for Radial Visualization of Multidimensional Data - A Genetic Algorithms Approach Binh Huynh Thi Thanh, Long Tran Van, Hoai Nguyen Xuan, Anh Nguyen Duc and Truong Pham Manh P330 An Evolutionary Approach for Combining Results of Recommender Systems Techniques Based on Collaborative Filtering Edjalma Queiroz Silva, Celso Goncalves Camilo-Junior, Luiz Mario Lustosa Pascoal and Thierson Couto Rosa Tuesday, July 8, 4:00PM-6:00PM ............................................................................. 345 Special Session: TuE2-1 Nature-Inspired Constrained Optimization, Chair: Helio Barbosa, Room: 203A .. 345 4:00PM Differential Evolution with a Species-Based Repair Strategy for Constrained Optimization Chenyang Bu, Wenjian Luo and Tao Zhu 4:20PM Differential Evolution with Combined Variants for Dynamic Constrained Optimization Maria-Yaneli Ameca-Alducin, Efren Mezura-Montes and Nicandro Cruz-Ramirez 4:40PM Solving Problems with a Mix of Hard and Soft Constraints Using Modified Infeasibility Driven Evolutionary Algorithm (IDEA-M) Hemant Singh, Md. Asafuddoula and Tapabrata Ray 5:00PM Differential Evolution with a Constraint Consensus Mutation for Solving Optimization Problems Noha Hamza, Ruhul Sarker and Daryl Essam 5:20PM Constraint Handling in Agent-Based Optimization by Independent Sub-Swarms Daniel Poole, Christian Allen and Thomas Rendall 5:40PM United Multi-Operator Evolutionary Algorithms Saber Elsayed, Ruhul Sarker and Daryl Essam Special Session: TuE2-2 Computational Intelligence in Bioinformatics, Chair: Michael G. Epitropakis, Room: 203B ............................................................................................................................................... 346 4:00PM A Memetic Hybrid Method for the Molecular Distance Geometry Problem with Incomplete Information Marco S. Nobile, Andrea G. Citrolo, Paolo Cazzaniga, Daniela Besozzi and Giancarlo Mauri 4:20PM GAMI-CRM: Using De Novo Motif Inference to Detect Cis-Regulatory Modules Jeffrey A. Thompson and Clare Bates Congdon 4:40PM An Immune Network Approach to Learning Qualitative Models of Biological Pathways Wei Pang and George Coghill 5:00PM Multi-Dimensional Scaling and MODELLER-Based Evolutionary Algorithms for Protein Model Refinement Yan Chen, Yi Shang and Dong Xu 5:20PM A Modified Bat Algorithm to Predict Protein-Protein Interaction Network Archana Chowdhury, Pratyusha Rakshit, Amit Konar and Atulya Nagar 5:40PM Evolutionary Algorithms Applied to Likelihood Function Maximization During Poisson, Logistic, and Cox Proportional Hazards Regression Analysis Leif Peterson Special Session: TuE2-3 Single Objective Numerical Optimization I, Chair: Qingfu Zhang and Bo Liu, Room: 203C ............................................................................................................................................... 347 4:00PM A Surrogate-Assisted Differential Evolution Algorithm with Dynamic Parameters Selection for Solving Expensive Optimization Problems Saber Elsayed, Tapabrata Ray and Ruhul Sarker 4:20PM A Hybrid Surrogate Based Algorithm (HSBA) to Solve Computationally Expensive Optimization Problems Hemant Singh, Amitay Isaacs and Tapabrata Ray
133 4:40PM Evaluating the Performance of Group Counseling Optimizer on CEC 2014 Problems for Computational Expensive Optimization Subhodip Biswas, Mohammad A. Eita, Swagatam Das and Athanasios V. Vasilakos 5:00PM Solving the IEEE-CEC 2014 Expensive Optimization Test Problems by Using Single-Particle MVMO Istvan Erlich, Jose L. Rueda and Sebastian Wildenhues 5:20PM SO-MODS: Optimization for High Dimensional Computationally Expensive Multi-Modal Functions with Surrogate Search Tipaluck Krityakierne, Juliane Mueller and Christine Shoemaker Special Session: TuE2-4 Data Mining and Machine Learning Meet Evolutionary Computation, Chair: Zhun Fan, Room: 203D ....................................................................................................................................... 347 4:00PM An Evolutionary Multi-Objective Approach for Prototype Generation Alejandro Rosales-Perez, Hugo Jair Escalante, Carlos A. Coello Coello, Jesus A. Gonzalez and Carlos A. Reyes-Garcia 4:20PM Use EMO to Protect Sensitive Knowledge in Association Rule Mining by Removing Items Peng Cheng, Jeng-Shyang Pan and Chun-Wei Lin 4:40PM An Online Evolutionary Rule Learning Algorithm with Incremental Attribute Discretization Essam Debie, Kamran Shafi, Kathryn Merrick and Chris Lokan 5:00PM An External Archive Guided Multiobjective Evolutionary Approach Based on Decomposition for Continuous Optimization Yexing Li, Xinye Cai, Zhun Fan and Qingfu Zhang 5:20PM Multi-Objective Differential Evolution with Leadership Enhancement (MODEL) Farid Bourennani, Shahryar Rahnamayan and Greg F. Naterer 5:40PM On the Performance of Classification Algorithms for Learning Pareto-Dominance Relations Sunith Bandaru, Amos Ng and Kalyanmoy Deb Wednesday, July 9, 1:30PM-3:30PM ........................................................................ 349 WeE1-1 Multi-Objective Evolutionary Algorithms I, Chair: Kalyanmoy Deb, Room: 203A ....................... 349 1:30PM A Review of Hybrid Evolutionary Multiple Criteria Decision Making Methods Robin Purshouse, Kalyanmoy Deb, Maszatul M. Mansor, Sanaz Mostaghim and Rui Wang 1:50PM MOEA/D with Tabu Search for Multiobjective Permutation Flow Shop Scheduling Problems Ahmad Alhindi and Qingfu Zhang 2:10PM Online Objective Reduction for Many-Objective Optimization Problems Yiu-ming Cheung and Fangqing Gu 2:30PM Diversity Preservation with Hybrid Recombination for Evolutionary Multiobjective Optimization Sen Bong Gee and Kay Chen Tan 2:50PM An Evolutionary Approach to the Solution of Multi-Objective Min-Max Problems in Evidence-Based Robust Optimization Simone Alicino and Massimiliano Vasile 3:10PM Kriging Model Based Many-Objective Optimization with Efficient Calculation of Expected Hypervolume Improvement Chang Luo, Koji Shimoyama and Shigeru Obayashi WeE1-2 Evolutionary Games and Multi-Agent Systems, Chair: Hussein Abbass, Room: 203B .................. 350 1:30PM Effects of Ensemble Action Selection on the Evolution of Iterated Prisoner's Dilemma Game Strategies Takahiko Sudo, Yusuke Nojima and Hisao Ishibuchi 1:50PM The Structure of a Probabilistic 2-State Finite Transducer Representation for Prisoner's Dilemma Jeffrey Tsang 2:10PM Competitive Coevolutionary Training of Simple Soccer Agents from Zero Knowledge Christiaan Scheepers and Andries Engelbrecht
134 2:30PM Online Generation of Trajectories for Autonomous Vehicles Using a Multi-Agent System Garrison Greenwood, Saber Elsayed, Ruhul Sarker and Hussein Abbass 2:50PM A Cooperative Coevolutionary Approach to Multi-Robot Formation Control Seung-Mok Lee and Hyun Myung 3:10PM Graph Centrality Measures and the Robustness of Cooperation Menglin Li and Colm O'Riordan Special Session: WeE1-3 Hybrid Evolutionary Computational Methods for Complex Optimization Problems, Chair: Kit Yan Chan, Room: 203C ............................................................................................................ 351 1:30PM Non-Invasive Detection of Hypoglycemic Episodes in Type1 Diabetes Using Intelligent Hybrid Rough Neural System Sai Ho Ling, Phyo Phyo San, Hak Keung Lam and Hung Nguyen 1:50PM Image Deblurring Using a Hybrid Optimization Algorithm Kit Yan Chan, N. Rajakaruna, C. Rathnayake and I. Murray 2:10PM An Algorithm for Scalable Clustering: Ensemble Rapid Centroid Estimation Mitchell Yuwono, Steven W. Su, Bruce D. Moulton, Ying Guo and Hung T. Nguyen 2:30PM Evolutionary Regional Network Modeling for Efficient Engineering Optimization Jyh-Cheng Yu and Zhi-Fu Liang 2:50PM Quantum Bacterial Foraging Optimization Algorithm Fei Li, Yuting Zhang and Haibo Li 3:10PM A Cultural Algorithm for Spatial Forest Harvest Scheduling Wan-Yu Liu and Chun-Cheng Lin Special Session: WeE1-4 Large Scale Global Optimization, Chair: Xiaodong Li, Room: 203D ................... 352 1:30PM A Hybrid Adaptive Coevolutionary Differential Evolution Algorithm for Large-Scale Optimization Sishi Ye, Guangming Dai and Lei Peng 1:50PM Cooperative Co-Evolution with a New Decomposition Method for Large-Scale Optimization Sedigheh Mahdavi, Mohammad Ebrahim Shiri and Shahryar Rahnamayan 2:10PM Variable Grouping Based Differential Evolution Using an Auxiliary Function for Large Scale Global Optimization Fei Wei, Yuping Wang and Tingting Zong 2:30PM Solving Dynamic Double-Row Layout Problem via an Improved Simulated Annealing Algorithm Shengli Wang, Xingquan Zuo and Xinchao Zhao 2:50PM Effective Decomposition of Large-Scale Separable Continuous Functions for Cooperative Co-Evolutionary Algorithms Mohammad Nabi Omidvar, Yi Mei and Xiaodong Li 3:10PM Variable Neighborhood Decomposition for Large Scale Capacitated Arc Routing Problem Yi Mei, Xiaodong Li and Xin Yao WeI1-1 Intel Special Session on Big Data Analytics, Chair: Catherine Huang, Room: 311A ....................... 353 1:30PM Practice in Analyzing Corporate Textual Data Phil Tian 1:50PM Intel Hadoop and Its Use Cases Keith Qi 2:10PM Big Data Foundation Platform for Video Analytics Albert Hu 2:30PM Cloud based Air Quality Monitoring at Scale Fred Jiang 2:50PM Big Data Foundation Platform for Video Analytics Demo Albert Hu
135 3:10PM Cloud based Air Quality Monitoring at Scale Demo Fred Jiang Wednesday, July 9, 3:30PM-6:00PM ........................................................................ 353 Poster Session: PE3 Poster Session III, Chair: Tadahiko Murata, Room: Posters Area (Level 2) ................ 353 P501 A New Dynamic Probabilistic Particle Swarm Optimization with Dynamic Random Population Topology Qingjian Ni, Cen Cao and Xushan Yin P502 An Adaptive PSO Based on Motivation Mechanism and Acceleration Restraint Operator Jiangshao Gu and Xuanhua Shi P503 The Enhanced Vector of Convergence for Particle Swarm Optimization Based on Constrict Factor Wei Zhang, Yanan Gao and Chengxing Zhang P504 Evolutionary Semi-Supervised Learning with Swarm Intelligence Xiaohua Xu, Lin Lu, Ping He, Jie Ding and Yongsheng Ju P505 A Fast Restarting Particle Swarm Optimizer Junqi Zhang, Xiong Zhu, Wei Wang and Jing Yao P506 Dimensions Cooperate by Euclidean Metric in Particle Swarm Optimization Zezhou Li, Junqi Zhang, Wei Wang and Jing Yao P507 Biclustering of Gene Expression Data Using Particle Swarm Optimization Integrated with Pattern-Driven Local Search Yangyang Li, Xiaolong Tian, Licheng Jiao and Xiangrong Zhang P508 Simulating the Coevolution of Language and Long-Term Memory Lan Shuai, Zhen Wang and Tao Gong P509 Evolutionary Clustering with Differential Evolution Gang Chen, Wenjian Luo and Tao Zhu P510 Smart Hybrid Genetic Algorithms in the Bandwidth Optimization of a PIFA Antenna Mohammad Riyad Ameerudden and Harry Rughooputh P511 Evolutionary Many-Objective Optimization by MO-NSGA-II with Enhanced Mating Selection Shao-Wen Chen and Tsung-Che Chiang P512 A Niching Two-Layered Differential Evolution with Self-Adaptive Control Parameters Yongxin Luo, Sheng Huang and Jinglu Hu P513 Application of the MOAA for the Optimization of CORAIL Assemblies for Nuclear Reactors Valerio Lattarulo, Benjamin A. Lindley and Geoffrey T. Parks P514 A Hybrid Approach Based on Genetic Algorithms for Solving the Clustered Vehicle Routing Problem Petrica Pop and Camelia Chira P515 Identifying and Exploiting the Scale of a Search Space in Differential Evolution James Montgomery, Stephen Chen and Yasser Gonzalez-Fernandez P516 Enhancing Relevance Re-Ranking Using Nature-Inspired Meta-Heuristic Optimization Algorithms Amel Ksibi, Anis Ben Ammar and Chokri Ben Amar P517 Can Deterministic Chaos Improve Differential Evolution for the Linear Ordering Problem? Pavel Kromer, Ivan Zelinka and Vaclav Snasel P518 Two Parameter Update Schemes for Recurrent Reinforcement Learning Jin Zhang and Dietmar Maringer P519 Differential Evolution Strategy Based on the Constraint of Fitness Values Classification Zhihui Li, Zhigang Shang, Jane Jing Liang and Boyang Qu P520 A Lagrangian and Surrogate Information Enhanced Tabu Search for the MMKP Skander Htiouech and Sadok Bouamama
136 P521 Estimation of Distribution Algorithms Based Unmanned Aerial Vehicle Path Planner Using a New Coordinate Peng Yang, Ke Tang and Jose Antonio Lozano P522 An Uncultivated Wolf Pack Algorithm for High-Dimensional Functions and Its Application in Parameters Optimization of PID Controller Husheng Wu, Fengming Zhang and Lushan Wu P523 On the Inference of Deterministic Chaos: Evolutionary Algorithm and Metabolic P System Approaches Luca Marchetti, Vincenzo Manca and Ivan Zelinka P524 A New Method and Application for Controlling the Steady-State Probability Distributions of Probabilistic Boolean Networks Meng Yang, Rui Li and Tianguang Chu P525 Evolutionary Community Detection in Social Networks Tiantian He and Keith C.C. Chan P526 Experiments in Program Synthesis with Grammatical Evolution: A Focus on Integer Sorting Michael O'Neill, Miguel Nicolau and Alexandros Agapitos P527 A Social-Evolutionary Approach to Compose a Similarity Function Used on Event Recommendation Luiz Mario Lustosa Pascoal, Celso Goncalves Camilo-Junior, Edjalma Queiroz Silva and Thierson Couto Rosa P528 Applying Evolutionary Computation for Evolving Ontologies Oliviu Matei, Diana Contras and Petrica Pop Wednesday, July 9, 4:00PM-6:00PM ........................................................................ 357 Special Session: WeE2-1 Evolutionary Computation in Dynamic and Uncertain Environments, Chair: Michalis Mavrovouniotis, Room: 203A ........................................................................................... 357 4:00PM Find Robust Solutions Over Time by Two-Layer Multi-Objective Optimization Method Yinan Guo, Meirong Chen, Haobo Fu and Yun Liu 4:20PM Niching-Based Self-adaptive Ensemble DE with MMTS for Solving Dynamic Optimization Problems Sheldon Hui and Ponnuthurai Nagaratnam Suganthan 4:40PM Interactive and Non-Interactive Hybrid Immigrants Schemes for Ant Algorithms in Dynamic Environments Michalis Mavrovouniotis and Shengxiang Yang 5:00PM What Are Dynamic Optimization Problems? Haobo Fu, Peter Lewis, Bernhard Sendhoff, Ke Tang and Xin Yao 5:20PM A Dynamic History-Driven Evolutionary Algorithm Chi Kin Chow and Shiu Yin Yuen 5:40PM Adaptive Particle Swarm Optimization with Variable Relocation for Dynamic Optimization Problems Zhi-Hui Zhan and Jun Zhang Special Session: WeE2-2 Intelligent Design for Reliable Cloud Computing, Chair: Wei-Chang Yeh, Room: 203B ............................................................................................................................................... 359 4:00PM Macroscopic Indeterminacy Swarm Optimization (MISO) Algorithm for Real-Parameter Search Po-Chun Chang and Xiangjian He 4:20PM A Cooperative Honey Bee Mating Algorithm and Its Application in Multi-Threshold Image Segmentation Yunzhi Jiang, Zhenlun Yang, Zhifeng Hao, Yinglong Wang and Huojiao He 4:40PM A RFID Network Design Methodology for Decision Problem in Health Care Chun-Hua Chou, Huang Chia-Ling and Po-Chun Chang 5:00PM Pareto Simplified Swarm Optimization for Grid-Computing Reliability and Service Makspan in Grid-RMS Wei Shang-Chia, Yeh Wei-Chang and Yen Tso-Jung
137 5:20PM A New Grouping Genetic Algorithm for the MapReduce Placement Problem in Cloud Computing Xiaoyong Xu and Maolin Tang 5:40PM Composite SaaS Scaling in Cloud Computing Using a Hybrid Genetic Algorithm Zeratul Mohd Yusoh and Maolin Tang Special Session: WeE2-3 Single Objective Numerical Optimization II, Chair: Jane Jing Liang and Boyang Qu, Room: 203C ............................................................................................................................................... 360 4:00PM A Differential Evolution with Replacement Strategy for Real-Parameter Numerical Optimization Changjian Xu, Han Huang and ShuJin Ye 4:20PM Evaluating the Mean-Variance Mapping Optimization on the IEEE-CEC 2014 Test Suite Istvan Erlich, Jose L. Rueda and Sebastian Wildenhues 4:40PM Influence of Regions on the Memetic Algorithm for the Special Session on Real-Parameter Single Objetive Optimisation Daniel Molina, Benjamin Lacroix and Francisco Herrera 5:00PM Analysis and Classification of Optimisation Benchmark Functions and Benchmark Suites Robert Garden and Andries Engelbrecht 5:20PM Testing United Multi-Operator Evolutionary Algorithms on the CEC2014 Real-Parameter Numerical Optimization Saber Elsayed, Ruhul Sarker, Daryl Essam and Noha Hamza 5:40PM Improving the Search Performance of SHADE Using Linear Population Size Reduction Ryoji Tanabe and Alex Fukunaga WeE2-4 Learning Classifier Systems, Chair: Hisao Ishibuchi, Room: 203D ............................................... 360 4:00PM Towards Better Generalization in Pittsburgh Learning Classifier Systems Shubhra Kanti Karmaker Santu, Md. Mustafizur Rahman, Md. Monirul Islam and Kazuyuki Murase 4:20PM GP-Based Kernel Evolution for L2-Regularization Networks Simone Scardapane, Danilo Comminiello, Michele Scarpiniti and Aurelio Uncini 4:40PM Generalized Classifier System: Evolving Classifiers with Cyclic Conditions Xianneng Li, Wen He and Kotaro Hirasawa 5:00PM Applying LCS to Affective Images Classification in Spatial-Frequency Domain Po-Ming Lee and Tzu-Chien Hsiao 5:20PM A Novel Genetic Algorithm Approach for Simultaneous Feature and Classifier Selection in Multi Classifier System Tien Thanh Nguyen, Alan Wee-Chung Liew, Minh Toan Tran, Xuan Cuong Pham and Mai Phuong Nguyen 5:40PM Lookup Table Partial Reconfiguration for an Evolvable Hardware Classifier System Kyrre Glette and Paul Kaufmann Special Session: WeC2-1 CIS and WCCI Competition Session, Chair: Swagatam Das and Alessandro Sperduti, Room: 311A ................................................................................................................................ 362 4:00PM IEEE CIS Ghosts Challenge 2013 Alessandro Sperduti 4:45PM Evolutionary Computation for Dynamic Optimization Problems Changhe Li, Michalis Mavrovouniotis, Shengxiang Yang and Xin Yao 5:10PM Optimization of Problems with Multiple Interdependent Components Sergey Polyakovskiy, Markus Wagner, Mohammad Reza Bonyadi, Frank Neumann and Zbigniew Michalewicz 5:35PM First Neural Connectomics Challenge: From Imaging to Connectivity Demian Battaglia
138 Thursday, July 10, 1:30PM-3:30PM .......................................................................... 362 ThE1-1 Ant Colony Optimization, Chair: Andries Engelbrecht, Room: 203A ............................................ 362 1:30PM Ant Colony Optimization and Hypergraph Covering Problems Ankit Pat 1:50PM Confidence-Based Ant Random Walks Ping He, Ling Lu, Xiaohua Xu, Kanwen Li, Heng Qian and Wei Zhang 2:10PM The Coupled EigenAnt Algorithm for Shortest Path Problems Eugenius Kaszkurewicz, Amit Bhaya, Jayadeva Jayadeva and Joao Marcos Meirelles da Silva 2:30PM Accelerating Ant Colony Optimization-Based Edge Detection on the GPU Using CUDA Laurence Dawson and Iain Stewart 2:50PM Absorption in Model-Based Search Algorithms for Combinatorial Optimization Zijun Wu and Michael Kolonko 3:10PM Elitism-Based Immigrants for Ant Colony Optimization in Dynamic Environments: Adapting the Replacement Rate Michalis Mavrovouniotis and Shengxiang Yang ThE1-2 Opposition-Based Learning and Differential Evolution, Chair: Shahryar Rahnamayan, Room: 203B .................................................................................................................................................................. 363 1:30PM Gaussian Adaptation Based Parameter Adaptation for Differential Evolution Rammohan Mallipeddi, Guohua Wu, Minho Lee and Ponnuthurai Nagaratnam Suganthan 1:50PM Toward Using Type-II Opposition in Optimization Hojjat Salehinejad, Shahryar Rahnamayan and Hamid R. Tizhoosh 2:10PM Improved Differential Evolution with Adaptive Opposition Strategy Huichao Liu, Zhijian Wu, Hui Wang, Shahryar Rahnamayan and Changshou Deng 2:30PM Differential Evolution Assisted by a Surrogate Model for Bilevel Programming Problems Jaqueline Angelo, Eduardo Krempser and Helio Barbosa 2:50PM Adaptive Inflationary Differential Evolution Edmondo Minisci and Massimiliano Vasile 3:10PM Computing Opposition by Involving Entire Population Shahryar Rahnamayan, Jude Jesuthasan, Farid Bourennani, Hojjat Salehinejad and Greg F. Naterer ThE1-3 Genetic Programming, Chair: Michael O'Neill, Room: 203C ......................................................... 364 1:30PM Adaptive Genetic Network Programming Xianneng Li, Wen He and Kotaro Hirasawa 1:50PM Evolving Exact Integer Algorithms with Genetic Programming Thomas Weise, Mingxu Wan, Ke Tang and Xin Yao 2:10PM A Sequential Genetic Programming Method to Learn Forward Construction Heuristics for Order Acceptance and Scheduling Su Nguyen, Mengjie Zhang and Mark Johnston 2:30PM Anomaly Detection in Crowded Scenes Using Genetic Programming Cheng Xie and Lin Shang 2:50PM A Genetic Programming Approach to Distributed QoS-Aware Web Service Composition Yang Yu, Hui Ma and Mengjie Zhang 3:10PM Generating Lambda Term Individuals in Typed Genetic Programming Using Forgetful A* Tomas Kren and Roman Neruda
139 ThE1-4 Heuristics, Metaheuristics and Hyper-heuristics I, Chair: Graham Kendall, Room: 203D ............. 365 1:30PM AIRP: A Heuristic Algorithm for Solving the Unrelated Parallel Machine Scheduling Problem Luciano Perdigao Cota, Matheus Nohra Haddad, Marcone Jamilson Freitas Souza and Vitor Nazario Coelho 1:50PM Heuristic Space Diversity Management in a Meta-Hyper-Heuristic Framework Jacomine Grobler, Andries Engelbrecht, Graham Kendall and V.S.S. Yadavalli 2:10PM An Improved Bilevel Evolutionary Algorithm Based on Quadratic Approximations Ankur Sinha, Pekka Malo and Kalyanmoy Deb 2:30PM A Cooperative Approach between Metaheuristic and Branch-and-Price for the Team Orienteering Problem with Time Windows Liangjun Ke 2:50PM Hyper-Heuristics with Penalty Parameter Adaptation for Constrained Optimization Yu-Jun Zheng, Bei Zhang and Zhen Cheng 3:10PM Control of Numeric and Symbolic Parameters with a Hybrid Scheme Based on Fuzzy Logic and Hyper-heuristics Eduardo Segredo, Carlos Segura and Coromoto Leon Industrial Session: ThE1-5 Computational Intelligence on Predictive Maintenance and Optimization, Chair: Shiji Song and Christoph Hametner, Room: 303 ............................................................................. 366 1:30PM A Decomposition-Based Algorithm for Dynamic Economic Dispatch Problems Eman Sayed, Daryl Essam, Ruhul Sarker and Saber Elsayed 1:50PM Minimizing Makespan for a No-Wait Flowshop Using Tabu Mechanism Improved Iterated Greedy Algorithm Jianya Ding, Shiji Song, Rui Zhang and Cheng Wu 2:10PM Black-Hole PSO and SNO for Electromagnetic Optimization Matteo Ruello, Francesco Grimaccia, Marco Mussetta and Riccardo E. Zich 2:30PM Dynamic Neural Networks for Jet Engine Degradation Prediction and Prognosis S. Kiakojoori and K. Kiakojoori 2:50PM Recognition of Sintering State in Rotary Kiln Using a Robust Extreme Learning Machine Hua Chen, Jing Zhang, Xiaogang Zhang and Hongping Hu 3:10PM Model Based Lithium Ion Cell Ageing Data Analysis Christoph Hametner, Wenzel Prochazka, Amra Suljanovic and Stefan Jakubek Thursday, July 10, 3:30PM-6:00PM .......................................................................... 367 Poster Session: PE4 Poster Session IV, Chair: Tadahiko Murata, Room: Posters Area (Level 2) ................ 367 P701 Dynamic Multi-Objective Optimization Using Charged Vector Evaluated Particle Swarm Optimization Kyle Harrison, Beatrice Ombuki-Berman and Andries Engelbrecht P702 A New Self-Adaptive PSO Based on the Identification of Planar Regions Eddy Mesa, Juan David Velasquez and Patricia Jaramillo P703 PSO-Based Evacuation Simulation Framework Pei-Chuan Tsai, Chih-Ming Chen and Ying-ping Chen P704 PSO-Based Update Memory for Improved Harmony Search Algorithm to the Evolution of FBBFNT' Parameters Souhir Bouaziz, Adel M. Alimi and Ajith Abraham P705 Fuzzy Multiobjective Differential Evolution Using Performance Metrics Feedback Chatkaew Jariyatantiwait and Gary Yen P706 Multiobjective Evolutionary Algorithm Portfolio: Choosing Suitable Algorithm for Multiobjective Optimization Problem Shiu Yin Yuen and Xin Zhang
140 P707 A Novel Algorithm for Many-Objective Dimension Reductions: Pareto-PCA-NSGA-II Ronghua Shang, Kun Zhang and Licheng Jiao P708 An Experimental Analysis of Evolutionary Algorithms for the Three-Objective Oil Derivatives Distribution Problem Thatiana Souza, Elizabeth Goldbarg and Marco Goldbarg P709 A New Strategy for Finding Good Local Guides in MOPSO Man Fai Leung, Sin Chun Ng, Chi Chung Cheung and Andrew K Lui P710 An Inter-Molecular Adaptive Collision Scheme for Chemical Reaction Optimization James J.Q. Yu, Victor O.K. Li and Albert Y.S. Lam P711 Analysis of Constraint Handling Methods for the Gravitational Search Algorithm Daniel Poole, Christian Allen and Thomas Rendall P712 Distributed Wireless Sensor Scheduling for Multi-Target Tracking Based on Matrix-Coded Parallel Genetic Algorithm Zixing Cai, Sha Wen and Lijue Liu P713 Effect of Pseudo Gradient on Differential Evolutionary for Global Numerical Optimization Jinliang Ding, Lipeng Chen, Qingguang Xie, Tianyou Chai and Xiuping Zheng P714 Protein Folding Estimation Using Paired-Bacteria Optimizer Mengshi Li, Tianyao Ji, Peter Wu, Shan He and Qinghua Wu P715 A Self-Adaptive Group Search Optimizer with Elitist Strategy Xiang-wei Zheng, Dian-jie Lu and Zhen-hua Chen P716 Optimization Based on Adaptive Hinging Hyperplanes and Genetic Algorithm Jun Xu, Xiangming Xi and Shuning Wang P717 Combining Multipopulation Evolutionary Algorithms with Memory for Dynamic Optimization Problems Tao Zhu, Wenjian Luo and Lihua Yue P718 Micro-Differential Evolution with Vectorized Random Mutation Factor Hojjat Salehinejad, Shahryar Rahnamayan and Hamid R. Tizhoosh P719 Application of BPSO with GA in Model-Based Fault Diagnosis of Traction Substation Song Gao, Zhigang Liu, Chenxi Dai and Xiao Geng P720 Performance of AI Algorithms for Mining Meaningful Roles Xuanni Du and Xiaolin Chang P721 Using Estimation of Distribution Algorithm to Coordinate Decentralized Learning Automata for Meta-Task Scheduling Jie Li and Junqi Zhang P722 A Modular Approach for Query Spotting in Document Images and Its Optimization Using Genetic Algorithms Houssem Chatbri, Paul Kwan and Keisuke Kameyama P723 An Improved Genetic Algorithm for Dynamic Shortest Path Problems Xuezhi Zhu, Wenjian Luo and Tao Zhu P724 A Novel Genetic Algorithm Considering Measures and Phrases for Generating Melody Chia-Lin Wu, Chien-Hung Liu and Chuan-Kang Ting P725 Optimal Sizing of DGs and Storage for Microgrid with Interruptible Load Using Improved NSGA-II Zhe Shi, Yonggang Peng and Wei Wei P726 Lion Algorithm for Standard and Large Scale Bilinear System Identification: A Global Optimization Based on Lion's Social Behavior B. R. Rajakumar P727 Intelligent Search Optimized Edge Potential Function (EPF) Approach to Synthetic Aperture Radar (SAR) Scene Matching Yifei Wang and Jihao Yin
141 Thursday, July 10, 4:00PM-6:00PM .......................................................................... 372 ThE2-1 Multi-Objective Evolutionary Algorithms II, Chair: Robin Purshouse, Room: 203A ..................... 372 4:00PM A Replacement Strategy for Balancing Convergence and Diversity in MOEA/D Zhenkun Wang, Qingfu Zhang, Maoguo Gong and Aimin Zhou 4:20PM A Test Problem for Visual Investigation of High-Dimensional Multi-Objective Search Miqing Li, Shengxiang Yang and Xiaohui Liu 4:40PM MD-MOEA : A New MOEA Based on the Maximin Fitness Function and Euclidean Distances between Solutions Adriana Menchaca-Mendez and Carlos A. Coello Coello 5:00PM Multiobjective Test Problems with Complicated Pareto Fronts: Difficulties in Degeneracy Hui Li, Qingfu Zhang and Jingda Deng 5:20PM A Comparison Study of Binary Multi-Objective Particle Swarm Optimization Approaches for Test Case Selection Luciano Souza, Ricardo Prudencio and Flavia Barros 5:40PM The Effect of Different Local Search Algorithms on the Performance of Multi-Objective Optimizers Martin Pilat and Roman Neruda ThE2-2 Cultural Algorithms and Knowledge Extraction in Evolutionary Algorithms, Chair: Robert G. Reynolds, Room: 203B ............................................................................................................................... 373 4:00PM Cultural Algorithms Applied to the Evolution of Robotic Soccer Team Tactics: A Novel Perspective Mostafa Ali, Abdulmalik Morghem, Jafar AlBadarneh, Rami Al-Gharaibeh, Ponnuthurai Nagaratnam Suganthan and Robert G. Reynolds 4:20PM Cultural Learning for Multi-Agent System and Its Application to Fault Management Teran Juan, Aguilar Jose and Cerrada Mariela 4:40PM Analyzing Prehistoric Hunter Behavior with Cultural Algorithms Samuel Stanley, Thomas Palazzolo and David Warnke 5:00PM GSCA: Reconstructing Biological Pathway Topologies Using a Cultural Algorithms Approach Thair Judeh, Thaer Jayyousi, Lipi Acharya, Robert G. Reynolds and Dongxiao Zhu 5:20PM A Social Metrics Based Process Model on Complex Social System Xiangdong Che and Robert G. Reynolds 5:40PM Online Knowledge-Based Evolutionary Multi-Objective Optimization Bin Zhang, Kamran Shafi and Hussein Abbass Special Session: ThE2-3 Single Objective Numerical Optimization III, Chair: Ponnuthurai Nagaratnam Suganthan and Qin Chen, Room: 203C ...................................................................................................... 374 4:00PM Controlled Restart in Differential Evolution Applied to CEC2014 Benchmark Functions Radka Polakova, Josef Tvrdik and Petr Bujok 4:20PM Non-Uniform Mapping in Real-Coded Genetic Algorithms Yashesh Dhebar, Kalyanmoy Deb and Sunith Bandaru 4:40PM Bandits Attack Function Optimization Preux Philippe, Munos Remi and Valko Michal 5:00PM Differential Evolution with Rotation-Invariant Mutation and Competing-Strategies Adaptation Petr Bujok, Josef Tvrdik and Radka Polakova 5:20PM Partial Opposition-Based Adaptive Differential Evolution Algorithms: Evaluation on the CEC 2014 Benchmark Set for Real-Parameter Optimization Zhongyi Hu, Yukun Bao and Tao Xiong 5:40PM Memetic Differential Evolution Based on Fitness Euclidean-Distance Ratio Jane Jing Liang, Boyang Qu, H. Song and Z. G. Shang
142 ThE2-4 Music, Art, Creativity, Games and Multi-Agent Systems, Chair: Francisco Fernández de Vega, Room: 203D ............................................................................................................................................... 375 4:00PM A Self Organising Map Based Method for Understanding Features Associated with High Aesthetic Value Evolved Abstract Images Allan Campbell, Vic Ciesielski and Karen Trist 4:20PM When Artists Met Evospace-i Francisco Fernandez de Vega, Mario Garcia-Valdez, Lilian Navarro, Cayetano Cruz, Patricia Hernandez, Tania Gallego and J. Vicente Albarran 4:40PM Parallelization of Information Set Monte Carlo Tree Search Nicholas Sephton, Peter Cowling, Edward Powley, Daniel Whitehouse and Nicholas Slaven 5:00PM Comparing Crossover Operators in Neuro-Evolution with Crowd Simulations Sunrise Wang, James Gain and Geoff Nitschke 5:20PM Genotype Coding, Diversity, and Dynamic Environments: A Study on an Evolutionary Neural Network Multi-Agent System Jaime Davila 5:40PM The 2013 Multi-Objective Physical Travelling Salesman Problem Competition Diego Perez, Edward Powley, Daniel Whitehouse, Spyridon Samothrakis, Simon Lucas and Peter Cowling ThE2-5 Real-World Applications I, Chair: Maoguo Gong and Qing Cai, Room: 303.................................. 376 4:00PM Vessel Track Correlation and Association Using Fuzzy Logic and Echo State Networks Hang Shao, Rami Abielmona, Rafael Falcon and Nathalie Japkowicz 4:20PM Automatic Target Recognition Using Multiple-Aspect Sonar Images Xiaoguang Wang, Xuan Liu, Nathalie Japkowicz and Stan Matwin 4:40PM Base Station Switching Problem for Green Cellular Networks with Social Spider Algorithm James J.Q. Yu and Victor O.K. Li 5:00PM Deployment Optimization of Near Space Airships Based on MOEA/D with Local Search Zhao Wang, Maoguo Gong, Qing Cai, Lijia Ma and Licheng Jiao 5:20PM Novel Traffic Signal Timing Adjustment Strategy Based on Genetic Algorithm Hsiao-Yu Tung, Wei-Chiu Ma and Tian-Li Yu 5:40PM Encodings for Evolutionary Algorithms in Smart Buildings with Energy Management Systems Ingo Mauser, Marita Dorscheid, Florian Allerding and Hartmut Schmeck Friday, July 11, 8:10AM-10:10AM ............................................................................. 377 FrE1-1 Differential Evolution, Chair: Carlos Segura, Room: 203A ............................................................ 377 8:10AM Evolving Artificial Datasets to Improve Interpretable Classifiers Michael Mayo and Quan Sun 8:30AM Differential Evolution in Constrained Sampling Problems Gervasio Varela, Pilar Caamano, Felix Orjales, Alvaro Deibe, Fernando Lopez-Pena and Richard Duro 8:50AM Unsupervised Clustering and Multi-Optima Evolutionary Search Vassilis Plagianakos 9:10AM A Novel Differential Evolution (DE) Algorithm for Multi-Objective Optimization Xin Qiu, Jianxin Xu and Kay Chen Tan 9:30AM Differential Evolution Algorithm Applied to Non-Stationary Bandit Problem David L. St-Pierre and Jialin Liu 9:50AM Effects of Population Initialization on Differential Evolution for Large Scale Optimization Borhan Kazimipour, Xiaodong Li and A. K. Qin
143 FrE1-2 Process Mining and Data Mining, Chair: Andrea Burattin, Room: 203B ....................................... 378 8:10AM Declarative Process Discovery with Evolutionary Computing Seppe vanden Broucke, Jan Vanthienen and Bart Baesens 8:30AM Control-Flow Discovery from Event Streams Andrea Burattin, Alessandro Sperduti and Wil M. P. van der Aalst 8:50AM Perturbing Event Logs to Identify Cost Reduction Opportunities: A Genetic Algorithm-Based Approach W.Z. Low, J. De Weerdt, M.T. Wynn, A.H.M. ter Hofstede, Wil M. P. van der Aalst and Seppe vanden Broucke 9:10AM A Clustering-Based Approach for Exploring Sequences of Compiler Optimizations Luiz Martins, Ricardo Nobre, Alexandre Delbem, Eduardo Marques and Joao Cardoso 9:30AM A Study on Non-Correspondence in Spread between Objective Space and Design Variable Space for Trajectory Designing Optimization Problem Toru Yoshida and Tomohiro Yoshikawa 9:50AM Ensemble Bayesian Model Averaging in Genetic Programming Alexandros Agapitos, Michael O'Neill and Anthony Brabazon FrE1-3 Estimation of Distribution Algorithms and Machine Learning, Chair: Jose Antonio Lozano, Room: 203C ............................................................................................................................................... 379 8:10AM Extending Distance-Based Ranking Models in Estimation of Distribution Algorithms Josu Ceberio, Ekhine Irurozki, Alexander Mendiburu and Jose Antonio Lozano 8:30AM Quantum-Inspired Evolutionary Algorithm with Linkage Learning Bo Wang, Hua Xu and Yuan Yuan 8:50AM Investigation on Efficiency of Optimal Mixing on Various Linkage Sets Shih-Ming Wang, Yu-Fan Tung and Tian-Li Yu 9:10AM A Locally Weighted Metamodel for Pre-Selection in Evolutionary Optimization Qiuxiao Liao, Aimin Zhou and Guixu Zhang 9:30AM Use Model Building on Discretization Algorithms for Discrete EDAs to Work on Real-Valued Problems Yi-En Su and Tian-Li Yu 9:50AM Transformation of Input Space Using Statistical Moments: EA-Based Approach Ahmed Kattan, Michael Kampouridis, Yew-Soon Ong and Khalid Mehamdi FrE1-4 Evolutionary Computation Theory and Parameter Optimization, Chair: Yaochu Jin, Room: 203D380 8:10AM A Progressive Random Walk Algorithm for Sampling Continuous Fitness Landscapes Katherine Malan and Andries Engelbrecht 8:30AM Runtime Analysis of Selection Hyper-Heuristics with Classical Learning Mechanisms Fawaz Alanazi and Per Kristian Lehre 8:50AM Particle Swarm Convergence: An Empirical Investigation Christopher Cleghorn and Andries Engelbrecht 9:10AM Phase Transition Particle Swarm Optimization Ji Ma, Junqi Zhang, Wei Wang and Jing Yao 9:30AM Fitness Level Based Adaptive Operator Selection for Cutting Stock Problems with Contiguity Kai Zhang, Thomas Weise and Jinlong Li 9:50AM Parameter Optimization by Means of Statistical Quality Guides in F-Race Ronald Klazar and Andries Engelbrecht FrE1-5 Multimodal Optimization and Population Initialization, Chair: Jonathan Fieldsend, Room: 303 ... 381 8:10AM A Globally Diversified Island Model PGA for Multimodal Optimization Lifeng Zhang and Rong He 8:30AM A Topological Niching Covariance Matrix Adaptation for Multimodal Optimization Marcio Pereira, Mauro Roisenberg and Guenther Neto
144 8:50AM Balancing the Exploration and Exploitation in an Adaptive Diversity Guided Genetic Algorithm Fatemeh Vafaee, Gyorgy Turan, Peter Nelson and Tanya Berger-Wolf 9:10AM Compensate Information from Multimodal Dynamic Landscapes: An Anti-Pathology Cooperative Coevolutionary Algorithm Xingguang Peng, Xiaokang Lei and Kun Liu 9:30AM A Review of Population Initialization Techniques for Evolutionary Algorithms Borhan Kazimipour, Xiaodong Li and A. K. Qin 9:50AM Running Up Those Hills: Multi-Modal Search with the Niching Migratory Multi-Swarm Optimiser Jonathan Fieldsend Friday, July 11, 10:30AM-12:30PM ........................................................................... 382 FrE2-1 Multi-Objective Evolutionary Algorithms III, Chair: Slawomir Wesolkowski, Room: 203A ........... 382 10:30AM Multi-Scenario Optimization Using Multi-Criterion Methods: A Case Study on Byzantine Agreement Problem Ling Zhu, Kalyanmoy Deb and Sandeep Kulkarni 10:50AM Multi-Objective Evolutionary Recurrent Neural Network Ensemble for Prediction of Computational Fluid Dynamic Simulations Christopher Smith, John Doherty and Yaochu Jin 11:10AM TraDE: Training Device Selection Via Multi-Objective Optimization Slawomir Wesolkowski, Nevena Francetic and Stuart Grant 11:30AM Multi-view Clustering of Web Documents Using Multi-Objective Genetic Algorithm Wahid Abdul, Xiaoying Gao and Andreae Peter 11:50AM Visual Examination of the Behavior of EMO Algorithms for Many-Objective Optimization with Many Decision Variables Hiroyuki Masuda, Yusuke Nojima and Hisao Ishibuchi 12:10PM Sensitivity Analysis of Parallel Cell Coordinate System in Many-Objective Particle Swarm Optimization Wang Hu, Gary Yen and Xin Zhang FrE2-2 Numerical Optimization, Chair: Joao M. Sousa, Room: 203B ........................................................ 383 10:30AM Real-Parameter Optimization with OptBees Renato Maia, Leandro de Castro and Walmir Caminhas 10:50AM A Levy Flight-Based Hybrid Artificial Bee Colony Algorithm for Solving Numerical Optimization Problems Hai Shan, Toshiyuki Yasuda and Kazuhiro Ohkura 11:10AM Comparison of Random Number Generators in Particle Swarm Opimization Algorithm Ke Ding and Ying Tan 11:30AM A Evolutionary Algorithm Based on Covariance Matrix Leaning and Searching Preference for Solving CEC 2014 Benchmark Problems Lei Chen, Hai-Lin Liu, Zhe Zheng and Shengli Xie 11:50AM Optimization of Power Flow with Energy Storage Using Genetic Algorithms Vitor Leite, Carlos Silva, Joao Claro and Joao M. Sousa 12:10PM A New Self-Learning TLBO Algorithm for RBF Neural Modelling of Batteries in Electric Vehicles Zhile Yang, Kang Li, Aoife Foley and Cheng Zhang FrE2-3 Coevolution and Collective Behavior, Chair: Grant Dick, Room: 203C .......................................... 384 10:30AM Codynamic Fitness Landscapes of Coevolutionary Minimal Substrates Hendrik Richter 10:50AM Model Representation and Cooperative Coevolution for Finite-State Machine Evolution Grant Dick and Xin Yao
145 11:10AM Evolutionary Path Planning of a Data Mule in Wireless Sensor Network by Using Shortcuts Shao-You Wu and Jing-Sin Liu 11:30AM Coevolutionary Genetic Algorithm for Variable Ordering in CSPs Muhammad Rezaul Karim and Malek Mouhoub 11:50AM A Co-Evolutionary Multi-Objective Approach for a K-Adaptive Graph-Based Clustering Algorithm Hector D. Menendez, David F. Barrero and David Camacho 12:10PM Evolving Multiplication as Emergent Behavior in Cellular Automata Using Conditionally Matching Rules Michal Bidlo FrE2-4 Biometrics, Bioinformatics and Biomedical Applications, Chair: Mengjie Zhang, Room: 203D ...... 385 10:30AM Combining Graph Connectivity and Genetic Clustering to Improve Biomedical Summarization Hector D. Menendez, Laura Plaza and David Camacho 10:50AM Selecting the Optimal EEG Electrode Positions for a Cognitive Task Using an Artificial Bee Colony with Adaptive Scale Factor Optimization Algorithm Shreyasi Datta, Pratyusha Rakshit, Amit Konar and Atulya Nagar 11:10AM A New GP-Based Wrapper Feature Construction Approach to Classification and Biomarker Identification Soha Ahmed, Mengjie Zhang and Lifeng Peng 11:30AM An Examination of Synchronisation in Artificial Gene Regulatory Networks Jonathan Byrne, Miguel Nicolau, Anthony Brabazon and Michael O'Neill 11:50AM Memetic Algorithm for Sorting Unsigned Permutations by Reversals Jose Luis Soncco-Alvarez and Mauricio Ayala-Rincon 12:10PM Evolved Neural Networks for HIV-1 Co-Receptor Identification Gary Fogel, Enoch Liu, Marco Salemi, Susanna Lamers and Michael McGrath FrE2-5 Robotics and Engineering Applications, Chair: Amiram Moshaiov, Room: 303 ............................. 386 10:30AM Analysis of Fitness Noise in Particle Swarm Optimization: From Robotic Learning to Benchmark Functions Ezequiel Di Mario, Inaki Navarro and Alcherio Martinoli 10:50AM A Comparison of Neural Networks and Physics Models as Motion Simulators for Simple Robotic Evolution Christiaan Pretorius, Mathys du Plessis and John Gonsalves 11:10AM Family Bootstrapping: A Genetic Transfer Learning Approach for Onsetting the Evolution for a Set of Related Robotic Tasks Amiram Moshaiov and Amir Tal 11:30AM Is MO-CMA-ES Superior to NSGA-II for the Evolution of Multi-Objective Neuro-Controllers? Amiram Moshaiov and Omer Abramovich 11:50AM Optimization of the Picking Sequence of an Automated Storage and Retrieval System (AS/RS) Rolf Dornberger, Thomas Hanne, Remo Ryter and Stauffer Michael 12:10PM Practical Application of an Evolutionary Algorithm for the Design and Construction of a Six-Inch Submarine Khairul Alam, Tapabrata Ray and Sreenatha G. Anavatti Friday, July 11, 1:30PM-3:30PM ............................................................................... 387 FrE3-1 Large-Scale Problems and Real-World Applications, Chair: Ke Tang, Room: 203A ...................... 387 1:30PM A Novel Hybridization of Opposition-Based Learning and Cooperative Co-Evolutionary for Large-Scale Optimization Borhan Kazimipour, Mohammad Nabi Omidvar, Xiaodong Li and A. K. Qin
146 1:50PM Optimising Large Scale Public Transport Network Design Problems Using Mixed-Mode Parallel Multi-Objective Evolutionary Algorithms Ian Cooper, Matthew John, Rhydian Lewis, Andrew Olden and Christine Mumford 2:10PM Many-Objective Evolutionary Computation for Optimization of Separated-Flow Control Using a DBD Plasma Actuator Takeshi Watanabe, Tomoaki Tatsukawa, Antonio Lopez Jaimes, Hikaru Aono, Taku Nonomura, Akira Oyama and Kozo Fujii 2:30PM A Hybrid EA for High-Dimensional Subspace Clustering Problem Lin Lin, Gen Mitsuo and Liang Yan 2:50PM A Simplified Glowworm Swarm Optimization Algorithm Ming-yu Du, Xiu-juan Lei and Zhen-qiang Wu 3:10PM An Improved Two Archive Algorithm for Many-Objective Optimization Bingdong Li, Jinlong Li, Ke Tang and Xin Yao FrE3-2 Evolvable Hardware and Software and Genetic Programming, Chair: Andy Song, Room: 203B .... 388 1:30PM Two Step Evolution Strategy for Device Motif BSIM Model Parameter Extraction Yang Xiao, Martin Trefzer, James Walker, Simon Bale and Andy Tyrrell 1:50PM Maximising Axiomatization Coverage and Minimizing Regression Testing Time Markus Wagner 2:10PM A New Adaptive Kalman Filter by Combining Evolutionary Algorithm and Fuzzy Inference System Yudan Huo, Zhihua Cai, Wenyin Gong and Qin Liu 2:30PM Cartesian Genetic Programming as Local Optimizer of Logic Networks Lukas Sekanina, Ondrej Ptak and Zdenek Vasicek 2:50PM Wave Height Quantification Using Land Based Seismic Data with Grammatical Evolution Sarah Donne, Miguel Nicolau, Christopher Bean and Michael O'Neill 3:10PM Genetic Programming Based Activity Recognition on a Smartphone Sensory Data Benchmark Feng Xie, Andy Song and Vic Ciesielski FrE3-3 Swarm Intelligence, Chair: Thomas Runkler, Room: 203C ............................................................ 389 1:30PM Swarm/Evolutionary Intelligence for Agent-Based Social Simulation Andreas Janecek, Tobias Jordan and Fernando Buarque de Lima-Neto 1:50PM Solving the Multidimensional Knapsack Problem Using a CUDA Accelerated PSO Drahoslav Zan and Jiri Jaros 2:10PM Multidimensional Scaling with Multiswarming Thomas Runkler and James Bezdek 2:30PM Chaos-Driven Discrete Artificial Bee Colony Magdalena Metlicka and Donald Davendra 2:50PM Web Bots Detection Using Particle Swarm Optimization Based Clustering Shafiq Alam, Gillian Dobbie, Yun Sing Koh and Patricia Riddle 3:10PM An Ant Colony Optimization Algorithm for Multi-Objective Clustering in Mobile Ad Hoc Networks Chung-Wei Wu, Tsung-Che Chiang and Li-Chen Fu FrE3-4 Heuristics, Metaheuristics and Hyper-Heuristics II, Chair: Madalina Drugan, Room: 203D .......... 390 1:30PM Designing Reusable Metaheuristic Methods: A Semi-Automated Approach Steven Adriaensen, Tim Brys and Ann Nowe 1:50PM Network Path Optimization Under Dynamic Conditions Yaser Enaya and Kalyanmoy Deb 2:10PM A Parallel Lagrangian-ACO Heuristic for Project Scheduling Oswyn Brent, Dhananjay Thiruvady, Antonio Gomez-Iglesias and Rodolfo Garcia-Flores
147 2:30PM A Multidirectional Physarum Solver for the Automated Design of Space Trajectories Luca Masi and Massimiliano Vasile 2:50PM A Genetic Programming-Based Hyper-heuristic Approach for Storage Location Assignment Problem Jing Xie, Yi Mei, Andreas Ernst, Xiaodong Li and Andy Song 3:10PM The Monarchy Driven Optimization Algorithm Ritambhar Burman, Swagatam Das, Zheshanul Haque, Athanasios V. Vasilakos and Soumyadip Chakraborti FrE3-5 Real-World Applications II, Chair: Isaac Triguero, Room: 303 ...................................................... 391 1:30PM Heuristic Optimization for Software Project Management with Impacts of Team Efficiency Nanlin Jin and Xin Yao 1:50PM A Multiobjective Optimization Method Based on MOEA/D and Fuzzy Clustering for Change Detection in SAR Images Qiao Wang, Hao Li, Maoguo Gong, Linzhi Su and Licheng Jiao 2:10PM A Novel Evaluation Function for LT Codes Degree Distribution Optimization Pei-Chuan Tsai, Chih-Ming Chen and Ying-ping Chen 2:30PM A Combined MapReduce-Windowing Two-Level Parallel Scheme for Evolutionary Prototype Generation Isaac Triguero, Daniel Peralta, Jaume Bacardit, Salvador Garcia and Francisco Herrera 2:50PM A Dynamic-Weighted Collaborative Filtering Approach to Address Sparsity and Adaptivity Issues Liang Gu, Peng Yang and Yongqiang Dong 3:10PM Carry Trade Portfolio Optimization using Particle Swarm Optimization Stuart Reid, Katherine Malan and Andries Engelbrecht Friday, July 11, 4:00PM-6:00PM ............................................................................... 392 FrE4-1 Constraint-Handling and Preference-Handling, Chair: Ruhul Sarker, Room: 203A ....................... 392 4:00PM On the Edge of Feasibility: A Case Study of the Particle Swarm Optimizer Mohammad reza Bonyadi and Zbigniew Michalewicz 4:20PM Linear Sparse Arrays Designed by Dynamic Constrained Multi-Objective Evolutionary Algorithm Wei Dong and Sanyou Zeng 4:40PM Mapping Constrained Optimization Problems to Penalty Parameters: An Empirical Study Chengyong Si, Jianqiang Shen, Xuan Zou, Lei Wang and Qidi Wu 5:00PM A Constrained Multi-Objective Surrogate-Based Optimization Algorithm Prashant Singh, Ivo Couckuyt, Francesco Ferranti and Tom Dhaene 5:20PM A Feature-Based Analysis on the Impact of Linear Constraints for e-Constrained Differential Evolution Shayan Poursoltan and Frank Neumann 5:40PM DMOPSO: Dual Multi-Objective Particle Swarm Optimization Lee Ki-Baek and Kim Jong-Hwan FrE4-2 Particle Swarm Optimization, Chair: Kazuaki Masuda, Room: 203B ............................................ 393 4:00PM Demonstrator Selection in a Social Learning Particle Swarm Optimizer Ran Cheng and Yaochu Jin 4:20PM Filter Based Backward Elimination in Wrapper Based PSO for Feature Selection in Classification Bach Hoai Nguyen, Bing Xue, Ivy Liu and Mengjie Zhang 4:40PM An Archive Based Particle Swarm Optimisation for Feature Selection in Classification Bing Xue, A. K. Qin and Mengjie Zhang 5:00PM A Graph-Based Particle Swarm Optimisation Approach to QoS-Aware Web Service Composition and Selection Alexandre Sawczuk da Silva, Hui Ma and Mengjie Zhang
148 5:20PM Task Allocation Under Communication Constraints Using Motivated Particle Swarm Optimization Medria Hardhienata, Valery Ugrinovskii and Kathryn Merrick 5:40PM Serial PSO Results are Irrelevant in a Multi-Core Parallel World Andrew McNabb and Kevin Seppi Special Session: FrE4-3 Dynamic Multi-Objective Optimization, Chair: Marde Helbig, Room: 203C ........ 394 4:00PM Heterogeneous Dynamic Vector Evaluated Particle Swarm Optimisation for Dynamic Multi-Objective Optimisation Marde Helbig and Andries Engelbrecht 4:20PM An Adaptive Diversity Introduction Method for Dynamic Evolutionary Multiobjective Optimization Min Liu, Jinhua Zheng, Junnian Wang, Yuzhen Liu and Lei Jiang 4:40PM A Multiple Reference Point-Based Evolutionary Algorithm for Dynamic Multi-Objective Optimization with Undetectable Changes Radhia Azzouz, Slim Bechikh and Lamjed Ben Said 5:00PM Artificial Bee Colony Induced Multi-Objective Optimization in Presence of Noise Pratyusha Rakshit, Amit Konar and Atulya Nagar 5:20PM A Cascaded Evolutionary Multi-Objective Optimization for Solving the Unbiased Universal Electric Motor Family Problem Timo Friedrich and Stefan Menzel 5:40PM Evolutionary Multiobjective Optimization in Dynamic Environments: A Set of Novel Benchmark Functions Subhodip Biswas, Swagatam Das, Ponnuthurai Nagaratnam Suganthan and Carlos A. Coello Coello Special Session: FrE4-4 Fireworks Algorithms for Optimization, Chair: Ying Tan, Room: 203D ............... 396 4:00PM A Hybrid Biogeography-Based Optimization and Fireworks Algorithm Bei Zhang, Min-Xia Zhang and Yu-Jun Zheng 4:20PM Analysis on Global Convergence and Time Complexity of Fireworks Algorithm Jianhua Liu, Shaoqiu Zheng and Ying Tan 4:40PM Adaptive Fireworks Algorithm Junzhi Li, Shaoqiu Zheng and Ying Tan 5:00PM Dynamic Search in Fireworks Algorithm Shaoqiu Zheng, Andreas Janecek, Junzhi Li and Ying Tan 5:20PM Maintaining Population Diversity in Brain Storm Optimization Algorithm Shi Cheng, Yuhui Shi, Quande Qin, T. O. Ting and Ruibin Bai 5:40PM Fireworks Algorithm with Differential Mutation for Solving the CEC 2014 Competition Problems Chao Yu, Lingchen Kelley, Shaoqiu Zheng and Ying Tan FrE4-5 Real-World Applications III, Chair: David Camacho, Room: 303 .................................................. 397 4:00PM Evolutionary Algorithms Dynamics and Its Hidden Complex Network Structures Zelinka Ivan, Lampinen Jouni, Senkerik Roman, Pluhacek Michal and Davendra Donald 4:20PM Knowledge Acquisition Issues for Intelligent Route Optimization by Evolutionary Computation Masaki Suzuki, Setsuo Tsuruta, Rainer Knauf and Yoshitaka Sakurai 4:40PM A Memetic Algorithm for the Prize Collecting Traveling Car Renter Problem Matheus Menezes, Marco Goldbarg and Elizabeth Goldbarg 5:00PM Network on Chip Optimization Based on Surrogate Model Assisted Evolutionary Algorithms Mengyuan Wu, Ammar Karkar, Bo Liu, Alex Yakovlev and Georges Gielen 5:20PM A Genetic Algorithm for the Minimum Latency Pickup and Delivery Problem Xin-Lan Liao, Chih-Hung Chien and Chuan-Kang Ting 5:40PM A Heuristic Approach to Greener Airport Ground Movement Michal Weiszer, Jun Chen, Stefan Ravizza, Jason Atkin and Paul Stewart AUTHOR INDEX ......................................................................................................... 431

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Program wcci-final[1]

  • 1. 69 TABLE OF CONTENTS DETAILED PROGRAM (IJCNN 2014) ........................................................................ 151 Monday, July 7, 1:30PM-3:30PM .............................................................................. 151 Special Session: MoN1-1 Neuromorphic Science & Technology for Augmented Human Performance in Cybersecurity, Chair: Tarek Taha and Helen Li, Room: 308 ..................................................................... 151 1:30PM STDP Learning Rule Based on Memristor with STDP Property Ling Chen, Chuandong Li, Tingwen Huang, Xing He, Hai Li and Yiran Chen 1:50PM An Adjustable Memristor Model and Its Application in Small-World Neural Networks Xiaofang Hu, Gang Feng, Hai Li, Yiran Chen and Shukai Duan 2:10PM Efficacy of Memristive Crossbars for Neuromorphic Processors Chris Yakopcic, Raqibul Hasan and Tarek Taha 2:30PM Enabling Back Propagation Training in Memristor Crossbar Neuromorphic Processors Raqibul Hasan and Tarek Taha 2:50PM Ferroelectric Tunnel Memristor-Based Neuromorphic Network with 1T1R Crossbar Architecture Zhaohao Wang, Weisheng Zhao, Wang Kang, Youguang Zhang, Jacques-Olivier Klein and Claude Chappert Special Session: MoN1-2 Artificial Neural Networks and Learning Techniques towards Intelligent Transport Systems, Chair: David Elizondo and Benjamin Passow, Room: 305A ......................................................... 152 1:30PM Traffic Flow Prediction Using Orthogonal Arrays and Takagi-Sugeno Neural Fuzzy Models Kit Yan Chan and Tharam Dillon 1:50PM Optimal Design of Traffic Signal Controller Using Neural Networks and Fuzzy Logic Systems Sahar Araghi, Abbas Khosravi and Creighton Douglas 2:10PM Optimising Traffic Lights with Metaheuristics: Reduction of Car Emissions and Consumption Jose Garcia-Nieto, Javier Ferrer and Enrique Alba 2:30PM Applying Neural-Symbolic Cognitive Agents in Intelligent Transport Systems to Reduce CO2 Emissions Leo de Penning, Artur d'Avila Garcez, Luis Lamb, Arjan Stuiver and John-Jules Meyer 2:50PM LOGAN's Run: Lane Optimising Genetic Algorithms Based on NSGA-II Simon R Witheridge, Benjamin Passow and Jethro Shell Special Session: MoN1-3 Computational Intelligence for Cognitive Fault Diagnosis, Chair: Christos Panayiotou and Marios Polycarpou, Room: 305B ....................................................................................... 152 1:30PM A Cognitive Monitoring System for Contaminant Detection in Intelligent Buildings Giacomo Boracchi, Michalis Michaelides and Manuel Roveri 1:50PM Learning the Deterministically Constructed Echo State Networks Fengzhen Tang, Peter Tino and Huanhuan Chen 2:10PM Inconsistent Sensor Data Detection/Correction: Application to Environmental Systems Miquel A. Cuguero, Joseba Quevedo, Vicenc Puig and Diego Garcia 2:30PM Optimal Detection of New Classes of Faults by an Invasive Weed Optimization Method Roozbeh Razavi-Far, Vasile Palade and Enrico Zio 2:50PM A Distributed Virtual Sensor Scheme for Smart Buildings Based on Adaptive Approximation Vasso Reppa, Panayiotis Papadopoulos, Marios Polycarpou and Christos Panayiotou MoN1-4 Deep Learning, Chair: Donal C. Wunsch, Room: 305C ................................................................ 153 1:30PM From ADP to the Brain: Foundations, Roadmap, Challenges and Research Priorities Paul Werbos
  • 2. 70 1:50PM A New Active Labeling Method for Deep Learning Dan Wang and Yi Shang 2:10PM Parallel Tempering with Equi-Energy Moves for Training of Restricted Boltzmann Machines Nannan Ji and Jiangshe Zhang 2:30PM EOG-Based Drowsiness Detection Using Convolutional Neural Networks Xuemin Zhu, Wei-Long Zheng, Bao-Liang Lu, Xiaoping Chen, Shanguang Chen and Chunhui Wang 2:50PM Using Recurrent Networks for Non-Temporal Classification Tasks Saurav Biswas, Muhammad Zeshan Afzal and Thomas Breuel 3:10PM Computation of Deep Belief Networks Using Special-Purpose Hardware Architecture Byungik Ahn MoN1-5 Ensemble and Meta Learning, Chair: Robi Polikar, Room: 305D ................................................. 154 1:30PM Neural Networks and AdaBoost Algorithm Based Ensemble Models for Enhanced Forecasting of Nonlinear Time Series Yilin Dong, Jianhua Zhang and Jonathan Garibaldi 1:50PM An Improved Boosting Scheme Based Ensemble of Fuzzy Neural Networks for Nonlinear Time Series Prediction Yilin Dong and Jianhua Zhang 2:10PM On Optimal Wavelet Bases for Classification of Skin Lesion Images through Ensemble Learning Grzegorz Surowka and Maciej Ogorzalek 2:30PM From Low Negative Correlation Learning to High Negative Correlation Learning Liu Yong 2:50PM An Algorithmic Framework Based on the Binarization Approach for Supervised and Semi-Supervised Multiclass Problems Ayon Sen, Md. Monirul Islam and Kazuyuki Murase 3:10PM A Hierarchical Learning Approach to Calibrate Allele Frequencies for Snp Based Genotyping of Dna Pools Andrew Hellicar, Daniel Smith, Ashfaqur Rahman, Ulrich Engelke and John Henshall MoN1-6 Time Series Analysis I, Chair: Andrea Burattin, Room: 305E ...................................................... 155 1:30PM Multi-Objective Cooperative Coevolution of Neural Networks for Time Series Prediction Shelvin Chand and Rohitash Chandra 1:50PM Multivariate Time Series Prediction Based on Multiple Kernel Extreme Learning Machine Xinying Wang and Min Han 2:10PM Cooperative Coevolution of Feed Forward Neural Networks for Financial Time Series Problem Shelvin Chand and Rohitash Chandra 2:30PM Forecasting Time Series - A Layered Ensemble Architecture Md. Mustafizur Rahman, Shubhra Kanti Karmaker Santu, Md. Monirul Islam and Kazuyuki Murase 2:50PM Sets with Incomplete and Missing Data - NN Radar Signal Classification Ivan Jordanov and Nedyalko Petrov 3:10PM Application of Artificial Neural Network and Multiple Linear Regression Models for Predicting Survival Time of Patients with Non-Small Cell Cancer Using Multiple Prognostic Factors Including FDG-PET Measurements Yonglin Pu, Michael Baad, Yisheng Chen and Yulei Jiang MoN1-7 Approximate Dynamic Programming and Reinforcement Learning, Chair: Qinglai Wei, Room: 303 .................................................................................................................................................................. 157 1:30PM Near-Optimal Online Control of Uncertain Nonlinear Continuous-Time Systems Based on Concurrent Learning Xiong Yang, Derong Liu and Qinglai Wei
  • 3. 71 1:50PM Finite Horizon Stochastic Optimal Control of Nonlinear Two-Player Zero-Sum Games under Communication Constraint Hao Xu and Jagannathan Sarangapani 2:10PM Neural-Network-Based Optimal Control for a Class of Complex-Valued Nonlinear Systems with Input Saturation Ruizhuo Song and Qinglai Wei 2:30PM Policy Iteration Approximate Dynamic Programming Using Volterra Series Based Actor Wentao Guo, Jennie Si, Feng Liu and Shengwei Mei 2:50PM Online Adaptation of Controller Parameters Based on Approximate Dynamic Programming Wentao Guo, Feng Liu, Jennie Si and Shengwei Mei 3:10PM LASOM: Location Aware Self-Organizing Map for Discovering Similar and Unique Visual Features of Geographical Locations Dmitry Kit, Yu Kong and Yun Fu 3:30PM Algorithmic Trading Behavior Identification Using Reward Learning Method Steve Yang, Qifeng Qiao, Peter Beling and Scherer William Monday, July 7, 3:30PM-6:00PM .............................................................................. 158 Poster Session: PN1 Poster Session 1, Chair: Marios Polycarpou, Room: Posters Area (Level 3) ................ 158 P101 Hidden Space Discriminant Neighborhood Embedding Chuntao Ding, Li Zhang and Bangjun Wang P102 A Supervised Neighborhood Preserving Embedding for Face Recognition Xing Bao, Li Zhang, Bangjun Wang and Jiwen Yang P103 Asymmetric Mixture Model with Variational Bayesian Learning Thanh Nguyen and Wu Jonathan P104 A New Weight Initialization Method for Sigmoidal Feedforward Artificial Neural Networks Sartaj Singh Sodhi, Pravin Chandra and Sharad Tanwar P105 Fast Orthogonal Linear Discriminant Analysis with Applications to Image Classification Qiaolin Ye, Ning Ye, Haofeng Zhang and Chunxia Zhao P106 Stability Analysis of Nonlinear Time-Delay System with Delayed Impulsive Effects Guizhen Feng and Jinde Cao P107 Learning Discriminative Low-Rank Representation for Image Classification Jun Li, Heyou Chang and Jian Yang P108 Supervised Bayesian Sparse Coding for Classification Jinhua Xu, Li Ding and Shiliang Sun P109 Writer-Independent Handwritten Signature Verification Based on One-Class SVM Classifier Yasmine Guerbai, Youcef Chibani and Bilal Hadjadji P110 Attack Detection in Recommender Systems Based on Target Item Analysis Wei Zhou, Junhao Wen, Yun Sing Koh, Shafiq Alam and Gillian Dobbie P111 Video Attention Saliency Mapping Using Pulse Coupled Neural Network and Optical Flow Qiling Ni and Xiaodong Gu P112 Optimized Selection of Training Samples for One-Class Neural Network Classifier Hadjadji Bilal and Chibani Youcef P113 Zernike Moments Descriptor Matching Based Symmetric Optical Flow for Motion Estimation and Image Registration Qiuying Yang and Ying Wen P114 A Pairwise Algorithm for Training Multilayer Perceptrons with the Normalized Risk-Averting Error Criterion Yichuan Gui, James Lo and Yun Peng
  • 4. 72 P115 A Model with Fuzzy Granulation and Deep Belief Networks for Exchange Rate Forecasting Ren Zhang, Furao Shen and Jinxi Zhao P116 Control of Methylamine Removal Reactor Using Neural Network Based Model Predictive Control Zhi Long Liu, Feng Yang, Ke Jun Zhou and Mei Xu P117 A Genetic Algorithm Based Double Layer Neural Network for Solving Quadratic Bilevel Programming Problem Jingru Li, Junzo Watada, Yunlong Guo and Shamshul Bahar Yaakob P118 Detection of Filter-Like Cellular Automata Spectra Eurico Ruivo and Pedro de Oliveira P119 A Brain-Like Multi-Hierarchical Modular Neural Network with Applications to Gas Concentration Forecasting Zhaozhao Zhang and Junfei Qiao P120 Fast Ship Detection of Synthetic Aperture Radar Images via Multi-View Features and Clustering Shigang Wang, Shuyuan Yang, Zhixi Feng and Licheng Jiao P121 Deep Learning to Classify Difference Image for Image Change Detection Jiaojiao Zhao, Maoguo Gong, Jia Liu and Licheng Jiao P122 Performance of Combined Artificial Neural Networks for Forecasting Landslide Displacement Lian Cheng, Zhigang Zeng, Yao Wei and Huiming Tang P123 Butterfly Communication Strategies: A Prospect for Soft-Computing Techniques Sowmya Ch, Anjumara Shaik, Chakravarthi Jada and Anil Kumar Vadathya P124 A New Transfer Learning Boosting Approach Based on Distribution Measure with an Application on Facial Expression Recognition Shihai Wang and Zeling Li P125 Adaptive Output Feedback Control for Cooperative Dynamic Positioning of Multiple Offshore Vessels Lu Liu, Dan Wang and Zhouhua Peng P126 Hierarchical Organization in Neuronal Functional Networks during Working Memory Tasks Hu Lu, Zhe Liu, Yuqing Song and Hui Wei P127 Shrunk Support Vector Clustering Ping Ling, Xiangsheng Rong, Guosheng Hao and Yongquan Dong P128 Oil Spill GF-1 Remote Sensing Image Segmentation Using an Evolutionary Feedforward Neural Network Jianchao Fan, Dongzhi Zhao and Jun Wang P129 Deep Process Neural Network for Temporal Deep Learning Wenhao Huang and Haikun Hong P130 Dynamic Boosting in Deep Learning Using Reconstruction Error Wenhao Huang and Haikun Hong P131 Efficient Diminished-1 Modulo 2n+1 Multiplier Architectures Xiaolan Lv and Ruohe Yao P132 A Classifier-Based Association Test for Imbalanced Data Derived from Prediction Theory Johannes Mohr, Sambu Seo and Klaus Obermayer P133 Issues on Sampling Negative Examples for Predicting Prokaryotic Promoters Eduardo Gusmao and Marcilio de Souto P134 Singular Spectrum Analysis of P300 for Classification Shirin Enshaeifar, Saeid Sanei and Clive Cheong Took P135 Vessel Segmentation in Retinal Images with a Multiple Kernel Learning Based Method Xiaoming Liu, Zhigang Zeng and Xiaoping Wang P136 Content-Based Image Retrieval by Dictionary of Local Feature Descriptors Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski and Rafal Scherer
  • 5. 73 P137 The Performance of a Recurrent Honn for Temperature Time Series Prediction Rozaida Ghazali, Noor Aida Husaini, Lokman Hakim Ismail and Yana Mazwin Hassim P138 EEG-Based Emotion Recognition Using Discriminative Graph Regularized Extreme Learning Machine Jia-Yi Zhu, Wei-Long Zheng, Ruo-Nan Duan, Yong Peng and Bao-Liang Lu P139 Posture Classification of Lying Down Human Bodies Based on Pressure Sensors Array William Cruz Santos, Alberto Beltran Herrera, Eduardo Vazquez Santacruz and Mariano Gamboa Zuniga P140 Adaptive Control of Wind Turbine Generator System Based on RBF-PID Neural Network Zhanshan Wang, Zhengwei Shen and Chao Cai P141 Single Channel Single Trial P300 Detection Using Extreme Learning Machine, Compared with BPNN and SVM Songyun Xie, You Wu, Yunpeng Zhang, Juanli Zhang and Chang Liu P142 Spectral Clustering-Based Local and Global Structure Preservation for Feature Selection Sihang Zhou, Xinwang Liu, Chengzhang Zhu, Qiang Liu and Jianping Yin P143 Unsupervised Robust Bayesian Feature Selection Jianyong Sun and Aimin Zhou P144 Competitive Two-Island Cooperative Coevolution for Training Elman Recurrent Networks for Time Series Prediction Rohitash Chandra P145 Universal Approximation Propriety of Flexible Beta Basis Function Neural Tree Souhir Bouaziz, Adel M. Alimi and Ajith Abraham Monday, July 7, 4:00PM-6:00PM .............................................................................. 165 Special Session: MoN2-1 Concept Drift, Domain Adaptation & Learning in Dynamic Environments I, Chair: Giacomo Boracchi and Manuel Roveri, Room: 308 ......................................................................... 165 4:00PM Trotting Gait Planning for a Quadruped Robot with High Payload Walking on Irregular Terrain Nan Hu, Shaoyuan Li, Dan Huang and Feng Gao 4:20PM Using HDDT to Avoid Instances Propagation in Unbalanced and Evolving Data Streams Andrea Dal Pozzolo, Reid Johnson, Olivier Caelen, Serge Waterschoot, Nitesh V. Chawla and Gianluca Bontempi 4:40PM Domain Adaptation Bounds for Multiple Expert Systems Under Concept Drift Gregory Ditzler, Gail Rosen and Robi Polikar 5:00PM Core Support Extraction for Learning from Initially Labelled Nonstationary Environments Using COMPOSE Robert Capo, Anthony Sanchez and Robi Polikar 5:20PM Optimal Bayesian Classification in Nonstationary Streaming Environments Jehandad Khan, Nidhal Bouaynaya and Robi Polikar 5:40PM New Untrained Aggregation Methods for Classifier Combination Bartosz Krawczyk and Michal Wozniak Special Session: MoN2-2 Applications of Computational Intelligence in Ecological Informatics and Environmental Modelling, Chair: Mike Watts and Jie Yang, Room: 305A ................................................. 166 4:00PM Spatio-Temporal PM2.5 Prediction by Spatial Data Aided Incremental Support Vector Regression Lei Song, Shaoning Pang, Ian Longley, Gustavo Olivares and Abdolhossein Sarrafzadeh 4:20PM Estuarine Flood Modelling Using Artificial Neural Networks Seyyed Adel Alavi Fazel, Hamid Mirfenderesk, Michael Blumenstein and Rodger Tomlinson 4:40PM NeuCube(ST) for Spatio-Temporal Data Predictive Modelling with a Case Study on Ecological Data Enmei Tu, Nikola Kasabov, Muhaini Othman, Yuxiao Li, Susan Worner, Jie Yang and Zhenghong Jia 5:00PM Evolving Connectionist Systems Can Predict Outbreaks of the Aphid Rhopalosiphum Padi Michael Watts
  • 6. 74 5:20PM Support Vector Regression of Multiple Predictive Models of Downward Short-Wave Radiation Pavel Kromer, Petr Musilek, Emil Pelikan, Pavel Krc, Pavel Jurus and Krystof Eben 5:40PM Applying Computational Intelligence Methods to Modeling and Predicting Common Bean Germination Rates Andre Bianconi, Michael Watts, Yanbo Huang, A. B. S. Serapiao, Jose Silvio Govone, X. Mi, Gustavo Habermann and Alessandro Ferrarini 6:00PM Contamination Event Detection in Drinking Water Systems Using a Real-Time Learning Approach Demetrios Eliades, Christos Panayiotou and Marios Polycarpou Special Session: MoN2-3 Mind, Brain, Development and Cognitive Algorithms, Chair: Angelo Cangelosi and Leonid Perlovsky, Room: 305B .................................................................................................................. 167 4:00PM Cognitive Functions of Aesthetic Emotions Leonid Perlovsky 4:20PM Locality Linear Fitting One-Class SVM with Low-Rank Constraints for Outlier Detection Sheng Li, Ming Shao and Yun Fu 4:40PM Learning to Interact and Interacting to Learn: Active Statistical Learning in Human-Robot Interaction Chen Yu, Tian Xu, Yiwen Zhong, Seth Foster and Hui Zhang 5:00PM The iCub Learns Numbers: An Embodied Cognition Study Alessandro Di Nuovo, De La Cruz Vivian, Angelo Cangelosi and Santo Di Nuovo 5:20PM Predictive Hebbian Association of Time-Delayed Inputs with Actions in a Developmental Robot Platform Martin F. Stoelen, Davide Marocco, Angelo Cangelosi, Fabio Bonsignorio and Carlos Balaguer 5:40PM A Developmental Perspective on Humanoid Skill Learning Using a Hierarchical SOM-Based Encoding Georgios Pierris and Torbjorn Dahl 6:00PM WWN-9: Cross-Domain Synaptic Maintenance and Its Application to Object Groups Recognition Qian Guo, Xiaofeng Wu and Juyang Weng MoN2-4 Real World Applications I, Chair: Danil Prokhorov, Room: 305C ................................................ 169 4:00PM Tagging Documents Using Neural Networks Based on Local Word Features Arnulfo Azcarraga, Paolo Tensuan and Rudy Setiono 4:20PM Constraint Online Sequential Extreme Learning Machine for Lifelong Indoor Localization System Yang Gu, Junfa Liu, Yiqiang Chen and Xinlong Jiang 4:40PM Intelligent Facial Action and Emotion Recognition for Humanoid Robots Li Zhang, Ming Jiang and Alamgir Hossain 5:00PM Speaker Verification with Deep Features Yuan Liu, Tianfan Fu, Yuchen Fan, Yanmin Qian and Kai Yu 5:20PM Qualitative Approach for Inverse Kinematic Modeling of a Compact Bionic Handling Assistant Trunk Achille Melingui, Rochdi Merzouki, Jean Bosco Mbede, Coralie Escande, Boubaker Daachi and Nabil Benoudjit 5:40PM Automatic Cluster Labeling through Artificial Neural Networks Lucas Lopes, Vinicius Machado and Ricardo Rabelo MoN2-5 Feedforward Neural Networks I, Chair: Meng Joo Er, Room: 305D ............................................. 170 4:00PM A Fast and Effective Extreme Learning Machine Algorithm without Tuning Meng Joo Er, Zhifei Shao and Ning Wang 4:20PM Aggregation of PI-Based Forecast to Enhance Prediction Accuracy Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi and Douglas Creighton 4:40PM GPU Implementation of the Feedforward Neural Network with Modified Levenberg-Marquardt Algorithm Tomislav Bacek, Dubravko Majetic and Danko Brezak
  • 7. 75 5:00PM Coarse and Fine Learning in Deep Networks Anthony Knittel and Alan Blair 5:20PM Constrained Extreme Learning Machine: A Novel Highly Discriminative Random Feedforward Neural Network Wentao Zhu, Jun Miao and Laiyun Qing 5:40PM Self-Learning Recursive Neural Networks for Structured Data Classification Bouchachia Abdelhamid MoN2-6 Time Series Analysis II, Chair: Eros Pasero, Room: 305E ............................................................ 171 4:00PM Data-Aware Remaining Time Prediction of Business Process Instances Mirko Polato, Alessandro Sperduti, Andrea Burattin and Massimiliano de Leoni 4:20PM Forecasting Hourly Electricity Load Profile Using Neural Networks Mashud Rana, Irena Koprinska and Alicia Troncoso 4:40PM Time Series Forecasting via Weighted Combination of Trend and Seasonality Respectively with Linearly Declining Increments and Multiple Sine Functions Wenchao Lao, Ying Wang, Chen Peng, Chengxu Ye and Yunong Zhang 5:00PM A Factor - Artificial Neural Network Model for Time Series Forecasting: The Case of South Africa Ali Babikir and Henry Mwambi 5:20PM A Neural Network Based Approach to Support the Market Making Strategies in High-Frequency Trading Everton Silva, Douglas Castilho, Adriano Pereira and Humberto Brandao 5:40PM A Monte Carlo Strategy for Structured Multiple-Step-Ahead Time Series Prediction Gianluca Bontempi MoN2-7 Hybrid Learning Methods, Chair: Anne Canuto, Room: 303 ........................................................ 172 4:00PM Face Recognition through a Chaotic Neural Network Model Luis Fernando Martins Carlos Jr. and Joao Luis Rosa 4:20PM Confidence Factor and Feature Selection for Semi-Supervised Multi-Label Classification Methods Fillipe Rodrigues, Anne Canuto and Araken Santos 4:40PM Applying the Self-Training Semi-Supervised Learning in Hierarchical Multi-Label Methods Araken Santos and Anne Canuto 5:00PM Sampling-Based Learning Control for Quantum Discrimination and Ensemble Classification Chunlin Chen, Daoyi Dong, Bo Qi, Ian Petersen and Herschel Rabitz 5:20PM An Improved Extreme Learning Machine with Adaptive Growth of Hidden Nodes Based on Particle Swarm Optimization Min-Ru Zhao, Jian-Ming Zhang and Fei Han 5:40PM Structural Representation and Reasoning in a Hybrid Cognitive Architecture John Licato, Ron Sun and Selmer Bringsjord Tuesday, July 8, 1:30PM-3:30PM ............................................................................. 173 Special Session: TuN1-1 International Workshop on Computational Energy Management in Smart Grids I, Chair: Stefano Squartini and Derong Liu, Room: 308 ................................................................................ 173 1:30PM Exploring the Performance of Non-Negative Multi-Way Factorization for Household Electrical Seasonal Consumption Disaggregation Marisa Figueiredo, Bernardete Ribeiro and Ana de Almeida 1:50PM Community Detection Based on Local Topological Information in Power Grid Zengqiang Chen, Zheng Xie and Qing Zhang 2:10PM A Heuristic to Generate Initial Feasible Solutions for the Unit Commitment Problem Yi Sun, Y.S. Albert Lam and O.K. Victor Li
  • 8. 76 2:30PM Computational Intelligence in Smart Water and Gas Grids: An Up-to-Date Overview Marco Fagiani, Stefano Squartini, Leonardo Gabrielli, Mirco Pizzichini and Susanna Spinsante 2:50PM Residential Energy System Control and Management Using A Hill-Climbing Heuristic Method Luiz Carlos Roth, Eugenius Kaszkurewicz and Amit Bhaya Special Session: TuN1-2 Intelligent Vehicle Systems, Chair: Chaomin Luo and Yi Murphey, Room: 305A 174 1:30PM A Computationally Efficient Neural Dynamics Approach to Trajectory Planning of an Intelligent Vehicle Chaomin Luo and Jiyong Gao 1:50PM Decision Tree Assisted EKF for Vehicle Slip Angle Estimation Using Inertial Motion Sensors James Coyte, Boyuan Li, Haiping Du, Weihua Li, David Stirling and Montserrat Ros 2:10PM Traffic Sign Recognition Using a Novel Permutation-Based Local Image Feature Tian Tian, Ishwar Sethi and Patel Nilesh 2:30PM Specific Humidity Forecasting Using Recurrent Neural Network Chen Fang, Xipeng Wang and Yi Murphey 2:50PM A Computationally Efficient Complete Area Coverage Algorithm for Intelligent Mobile Robot Navigation Eene Eu Jan, Shao-Ting Shih, Lun-Ping Hung and Chaomin Luo 3:10PM Intelligent Trip Modeling on Ramps Using Ramp Classification and Knowledge Base Xipeng Wang, Jungme Park, Yi Murphey, Johannes Kristinsson, Ming Kuang and Tony Phillips Special Session: TuN1-3 Biologically Inspired Computational Vision, Chair: Khan Iftekharuddin, Room: 305B ............................................................................................................................................... 175 1:30PM Plant Recognition Based on Intersecting Cortical Model Zhaobin Wang, Xiaoguang Sun, Yaonan Zhang, Yide Ma, Hongjuan Zhang, Yurun Ma and Weiying Xie 1:50PM Image Factorization and Feature Fusion for Enhancing Robot Vision in Human Face Recognition Hui Yu 2:10PM Linear Regression for Head Pose Analysis Hui Yu and Honghai Liu 2:30PM Improved Training of Cellular SRN Using Unscented Kalman Filtering for ADP Lasitha Vidyaratne, Mahbubul Alam, John Anderson and Khan Iftekharuddin 2:50PM Retinal Blood Vessel Segmentation Using Bee Colony Optimisation and Pattern Search Eid Emary, Hossam Zawbaa, Aboul Ella Hassanien, Gerald Schaefer and Ahmad Taher Azar 3:10PM Shoreline Extraction from the Fusion of LiDAR DEM Data and Aerial Images Using Mutual Information and Genetic Algrithms Amr Yousef and Khan Iftekharuddin TuN1-4 Real World Applications II, Chair: Lipo Wang, Room: 305C ........................................................ 176 1:30PM A Novel Fuzzy Multi-Objective Framework to Construct Optimal Prediction Intervals for Wind Power Forecast Abdollah Kavousi-Fard, Abbas Khosravi and Saeid Nahavandi 1:50PM AORS: Affinity-Based Outlier Ranking Score Shaohong Zhang, Hau-San Wong, Wen-Jun Shen and Dongqing Xie 2:10PM Applications of Probabilistic Model Based on JoyStick Probability Selector Marko Jankovic and Nikola Georgijevic 2:30PM An Intelligent Analysis and Prediction Model for On-Demand Cloud Computing Systems Xiuju Fu, Xiaorong Li, Yongqing Zhu, Lipo Wang and Siow mong, Rick Goh 2:50PM Learning Using Privileged Information (LUPI) for Modeling Survival Data Han-Tai Shiao and Vladimir Cherkassky
  • 9. 77 3:10PM A Google Approach for Computational Intelligence in Big Data Andreas Antoniades and Clive Cheong Took TuN1-5 Feedforward Neural Networks II, Chair: Brijesh Verma, Room: 305D ......................................... 177 1:30PM Explicit Feature Mapping via Multi-Layer Perceptron and Its Application to Mine-Like Objects Detection Hang Shao and Nathalie Japkowicz 1:50PM Compressing VG-RAM WNN Memory for Lightweight Applications Edilson de Aguiar, Avelino Forechi, Lucas de Paula Veronese, Mariella Berger, Alberto F. De Souza, Claudine Badue and Oliveira-Santos Thiago 2:10PM Data Driven Modeling for UGI Gasification Process via a Variable Structure Genetic BP Neural Network Shida Liu, Zhongsheng Hou and Chenkun Yin 2:30PM MofN Rule Extraction from Neural Networks Trained with Augmented Discretized Input Rudy Setiono, Arnulfo Azcarraga and Yoichi Hayashi 2:50PM Optimizing Configuration of Neural Ensemble Network for Breast Cancer Diagnosis Peter McLeod and Brijesh Verma 3:10PM An Efficient Conjugate Gradient Based Multiple Optimal Learning Factors Algorithm of Multilayer Perceptron Neural Network Xun Cai, Kanishka Tyagi and Michael T Manry TuN1-6 Supervised Learning I, Chair: Jose Principe, Room: 305E ............................................................ 178 1:30PM Imputation of Missing Data Supported by Complete p-Partite Attribute-Based Decision Graphs Joao Bertini, Maria Nicoletti and Liang Zhao 1:50PM An Asymmetric Stagewise Least Square Loss Function for Imbalanced Classification Guibiao Xu, Bao-Gang Hu and Jose Principe 2:10PM An Analysis Based on F-Discrepancy for Sampling in Regression Tree Learning Cristiano Cervellera, Mauro Gaggero and Danilo Maccio 2:30PM Coupled Fuzzy k-Nearest Neighbors Classification of Imbalanced Non-IID Categorical Data Chunming Liu, Longbing Cao and Philip S Yu 2:50PM Wind Power Forecasting- An Application of Machine Learning in Renewable Energy Jawad Ali, Gul Muhammad Khan and Sahibzada Ali Mahmud 3:10PM Signature Identification via Efficient Feature Selection and GPU-Based SVM Classifier Bernardete Ribeiro, Noel Lopes and Joao Goncalves Tuesday, July 8, 3:30PM-6:00PM ............................................................................. 179 Poster Session: PN2 Poster Session 2, Chair: Danil Prokhorov, Room: Posters Area (Level 3) ................... 179 P301 Hopfield Neural Network for Seismic Velocity Picking Kou-Yuan Huang and Jia-Rong Yang P302 Deep Neural Networks for Mandarin Tone Recognition Mingming Chen, Zhanlei Yang and WenJu Liu P303 An Adaptive Multiclass Boosting Algorithm for Classification Shixun Wang, Peng Pan and Yansheng Lu P304 Animal Group Behavioral Model with Evasion Mechanism Zhiping Duan and Xiaodong Gu P305 Superpixel Appearance and Motion Descriptors for Action Recognition Xuan Dong, Ah-Chung Tsoi and Sio-Long Lo P306 Structured Sparse Coding Method for Infrared Small Target Detection in Video Sequence Chunwei Yang, Huaping Liu, Shouyi Liao and Shicheng Wang
  • 10. 78 P307 Human Activity Recognition Using Smart Phone Embedded Sensors: A Linear Dynamical Systems Method Wen Wang, Huaping Liu, Lianzhi Yu and Fuchun Sun P308 Effect of Spectrum Occupancy on the Performance of a Real Valued Neural Network Based Energy Detector Adeiza James Onumanyi, Elizabeth Onwuka, Abiodun Musa Aibinu, Okechukwu Ugweje and Momoh Jimoh Salami P309 Scale Invariant Feature Transform Flow Trajectory Approach with Applications to Human Action Recognition Jia-Tao Zhang, Ah-Chung Tsoi and Sio-Long Lo P310 An Effective Criterion for Pruning Reservoir's Connections in Echo State Networks Simone Scardapane, Gabriele Nocco, Danilo Comminiello, Michele Scarpiniti and Aurelio Uncini P311 Similarity-Balanced Discriminant Neighborhood Embedding Chuntao Ding, Li Zhang, Yaping Lu and Shuping He P312 Stability of a Neutral Delay Neuron System in the Critical Case Xiaofeng Liao P313 Further Enhancements in WOM Algorithm to Solve the Local Minimum and Flat-Spot Problem in Feed-Forward Neural Networks Chi Chung Cheung, Sin Chun Ng, Andrew K Lui and Sean Shensheng Xu P314 Extending Dynamic SOMs to Capture Incremental Changes in Data Thushan Ganegedara, Lasindu Vidana Pathiranage, Ruwan Gunarathna, Buddhima Wijeweera, Amal Shehan and Damminda Alahakoon P315 Application of Fuzzy Systems in the Control of a Shunt Active Power Filter with Four-Leg Topology Edson Junior Acordi, Ivan Nunes Silva and Ricardo Quadros Machado P316 Highly Sensitive Weak Signal Acquisition Method for GPS/Compass Song Li, Qing-ming Yi, Min Shi and Qing Chen P317 Mining User Tasks from Print Logs Xin Li, Lei Zhang, Ping Luo, Enhong Chen, Guandong Xu, Yu Zong and Chu Guan P318 Adaptive Backstepping-Based Nonlinear Disturbance Observer for Fin Stabilizer System Weiwei Bai and Tieshan Li P319 Multiagent Evolutionary Design of Flexible Beta Basis Function Neural Tree Marwa Ammar, Souhir Bouaziz, Adel M. Alimi and Ajith Abraham P320 Similarity Michaelis-Menten Law Pre-Processing Descriptor for Face Recognition Suli Ji, Baochang Zhang, Dandan Du and Jianzhuang Liu P321 Single Image Super-Resolution via Learned Representative Features and Sparse Manifold Embedding Liao Zhang, Shuyuan Yang, Jiren Zhang and Licheng Jiao P322 Facial Expression Recognition under Random Block Occlusion Based on Maximum Likelihood Estimation Sparse Representation S. S. Liu, Y. Zhang and K. P. Liu P323 Non-Singular Terminal Sliding Mode Control for Landing on Asteroids Based on RBF Neural Network K. P. Liu, F. X. Liu, S. S. Liu and Y. C. Li P324 Automatic Forest Species Recognition Based on Multiple Feature Sets Marcelo N. Kapp, Rodrigo Bloot, Paulo R. Cavalin and Luiz E. S. Oliveira P325 Approximate Planning in POMDPs via MDP Heuristic Yong Lin, Xingjia Lu and Makedon Fillia P326 A Neural Network Left-Inversion Flux Estimation for Induction Motor Filed-Oriented Control Hao Zhang, Guohai Liu, Li Qu and Yan Jiang P327 The Transformer Fault Diagnosis Combing KPCA with PNN Chenxi Dai, Zhigang Liu and Yan Cui
  • 11. 79 P328 Classifying Web Documents Using Term Spectral Transforms and Multi-Dimensional Latent Semantic Representation Haijun Zhang, Shifu Bie and Bin Luo P329 A Hopfield Neural Network Based Algorithm for Haplotype Assembly from Low-Quality Data Xiao Chen, Qinke Peng, Libin Han and Xiao Wang P330 Distributed Control for Second-Order Leader-Following Multi-Agent Systems with Heterogeneous Leader Hongjing Liang, Yingchun Wang, Zhanshan Wang and Huaguang Zhang P331 A Multiplicative Update Algorithm for Nonnegative Convex Polyhedral Cone Learning Qizhao Cai, Kan Xie and Zhaoshui He P332 Neural-Based Adaptive Integral Sliding Mode Tracking Control for Nonlinear Interconnected Systems Wen-Shyong Yu and Chien-Chih Weng P333 IR Remote Sensing Image Registration Based on Multi-Scale Feature Extraction Jun Kong, Min Jiang and Yi-Ning Sun P334 Learning Rates of Neural Network Estimators via the New FNNs Operators Yi Zhao and Dansheng Yu P335 Image Encryption Based on Compressed Sensing and Blind Source Separation Zuyuan Yang, Yong Xiang and Chuan Lu P336 A Modular Neural Network Architecture that Selects a Different Set of Features per Module Diogo Severo, Everson Verissimo, George Cavalcanti and Ing Ren Tsang P337 Extracting Nonlinear Correlation for the Classification of Single-Trial EEG in a Finger Movement Task Jun Lu, Kan Xie and Zeng Tang P338 Vessel Maneuvering Model Identification Using Multi-Output Dynamic Radial-Basis-Function Networks Ning Wang, Nuo Dong and Min Han P339 Intrusion Detection Using a Cascade of Boosted Classifiers (CBC) Mubasher Baig, El-Sayed El-Alfy and Mian Awais P340 Data Dimensionality Reduction Approach to Improve Feature Selection Performance Using Sparsified SVD Pengpeng Lin, Jun Zhang and Ran An P341 Visualization and Pattern Discovery of Social Interactions and Repost Propagation in Sina Weibo Xuming Huang, Cong Quan, Shuwei Liu and Yuanyuan Man P342 A Transductive Support Vector Machine with Adjustable Quasi-Linear Kernel for Semi-Supervised Data Classification Bo Zhou, Chenlong Hu and Jinglu Hu P343 Multi-Kernel Linear Programming Support Vector Regression with Prior Knowledge Jinzhu Zhou P344 An Autonomous Trader Agent for the Stock Market Based on Online Sequential Extreme Learning Machine Ensemble Rodolfo C. Cavalcante and Adriano Oliveira P345 An Ordinal Kernel Trick for a Computationally Efficient Support Vector Machine Yara Rizk, Nicholas Mitri and Mariette Awad
  • 12. 80 Tuesday, July 8, 4:00PM-6:00PM ............................................................................. 186 Special Session: TuN2-1 International Workshop on Computational Energy Management in Smart Grids II, Chair: Dongbin Zhao and Haibo He, Room: 308 ........................................................................................ 186 4:00PM Kernel Canonical Variate Analysis Based Management System for Monitoring and Diagnosing Smart Homes Andrea Giantomassi, Francesco Ferracuti, Sabrina Iarlori, Sauro Longhi, Alessandro Fonti and Gabriele Comodi 4:20PM Frequency Control Using On-Line Learning Method for Island Smart Grid with EVs and PVs Yufei Tang, Jun Yang, Jun Yan, Zhili Zeng and Haibo He 4:40PM Home Energy Management Benefits Evaluation Through Fuzzy Logic Consumptions Simulator Lucio Ciabattoni, Massimo Grisostomi, Gianluca Ippoliti and Sauro Longhi 5:00PM Reactive Power Control of DFIG Wind Farm Using Online Supplementary Learning Controller Based on Approximate Dynamic Programming Wentao Guo, Feng Liu, Dawei He, Jennie Si, Ronald Harley and Shengwei Mei 5:20PM A Hierarchical Classification Algorithm for Evaluating Energy Consumption Behaviors Li Bu, Dongbin Zhao, Yu Liu and Qiang Guan Special Session: TuN2-2 Neural Networks Applied to Vision and Robotics I, Chair: Jose Garcia Rodriguez and Jorge Azorin, Room: 305A .................................................................................................................. 187 4:00PM Augmenting the NEAT Algorithm to Improve Its Temporal Processing Capabilities Pilar Caamano, Francisco Bellas and Richard Duro 4:20PM 3D Colour Object Reconstruction Based on Growing Neural Gas Sergio Orts-Escolano, Jose Garcia-Rodriguez, Vicente Morell, Miguel Cazorla and Juan Manuel Garcia-Chamizo 4:40PM 3D Maps Representation Using GNG Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano and Jose Garcia-Rodriguez 5:00PM Intelligent Visual Servoing for Nonholonomic Mobile Robots Carlos Lopez-Franco, Michel Lopez-Franco, Edgar Sanchez and Alma Y. Alanis 5:20PM A Predictive Model for Recognizing Human Behaviour Based on Trajectory Representation Jorge Azorin-Lopez, Marcelo Saval-Calvo, Andres Fuster-Guillo and Antonio Oliver-Albert 5:40PM Facial Expressions Recognition System Using Bayesian Inference Maninderjit Singh, Anima Majumder and Laxmidhar Behera Special Session: TuN2-3 Autonomous Learning, Chair: Plamen Angelov and Asim Roy, Room: 305B ....... 188 4:00PM A Computationally Fast Interval Type-2 Neuro-Fuzzy Inference System and Its Meta-Cognitive Projection Based Learning Algorithm Ankit Kumar Das, Kartick Subramanian and Suresh Sundaram 4:20PM WWN: Integration with Coarse-to-Fine, Supervised and Reinforcement Learning Zejia Zheng, Juyang Weng and Zhengyou Zhang 4:40PM From Here to AGI: A Roadmap to the Realization of Human-Level Artificial General Intelligence Ben Goertzel 5:00PM A Fast Learning Variable Lambda TD Model Used to Realize Home Aware Robot Navigation Abdulrahman Altahhan 5:20PM User Daily Activity Pattern Learning: A Multi-Memory Modeling Approach Shan Gao and Ah-Hwee Tan 5:40PM Mobile Humanoid Agent with Mood Awareness for Elderly Care Di Wang and Ah-Hwee Tan 6:00PM A New Unsupervised Approach to Fault Detection and Identification Bruno Costa, Plamen Angelov and Luiz Guedes
  • 13. 81 TuN2-4 Machine Learning: Complexity and Optimization, Chair: Albert Lam, Room: 305C .................... 189 4:00PM Dimensionality Reduction Assisted Tensor Clustering Yanfeng Sun, Junbin Gao, Xia Hong, Yi Guo and Chris Harris 4:20PM Particle Swarm Optimization for Convolved Gaussian Process Models Gang Cao, Edmund M-K Lai and Fakhrul Alam 4:40PM A Flocking-Like Technique to Perform Semi-Supervised Learning Roberto Gueleri, Thiago Cupertino, Andre Carvalho and Liang Zhao 5:00PM Finding Convex Hull Vertices in Metric Space Jinhong Zhong, Ke Tang and Kai Qin 5:20PM An Identifying Function Approach for Determining Structural Identifiability of Parameter Learning Machines Zhi-Yong Ran and Bao-Gang Hu 5:40PM Detection of Non-Structural Outliers for Microarray Experiments Zihua Yang and ZhengRong Yang TuN2-5 Feature Extraction and Intelligent Systems, Chair: Sung-Bae Cho, Room: 305D ........................... 190 4:00PM Variable Selection for Regression Problems Using Gaussian Mixture Models to Estimate Mutual Information Emil Eirola, Amaury Lendasse and Juha Karhunen 4:20PM Scene Image Classification Using a Wigner-Based Local Binary Patterns Descriptor Atreyee Sinha, Sugata Banerji and Chengjun Liu 4:40PM Integrating Supervised Subspace Criteria with Restricted Boltzmann Machine for Feature Extraction Guo-Sen Xie, Xu-Yao Zhang, Yan-Ming Zhang and Cheng-Lin Liu 5:00PM Semi-Supervised Sparse Coding Jim Jing-Yan Wang and Xin Gao 5:20PM Investigation of Multi-Layer Perceptron with Pulse Glial Chain Based on Individual Inactivity Period Chihiro Ikuta, Yoko Uwate and Yoshifumi Nishio 5:40PM Identification of Meat Spoilage by FTIR Spectroscopy and Neural Networks Vassilis Kodogiannis, Ilias Petrounias and Eva Kontogianni TuN2-6 Supervised Learning II, Chair: Fakhri Karray, Room: 305E ......................................................... 191 4:00PM Max-Dependence Regression Pouria Fewzee, Ali-Akbar Samadani, Dana Kulic and Fakhri Karray 4:20PM K-Associated Optimal Network for Graph Embedding Dimensionality Reduction Murillo Carneiro, Thiago Cupertino and Liang Zhao 4:40PM Max-Margin Latent Feature Relational Models for Entity-Attribute Networks Fei Xia, Ning Chen, Jun Zhu, Aonan Zhang and Xiaoming Jin 5:00PM Dual Instance and Attribute Weighting for Naive Bayes Classification Jia Wu, Shirui Pan, Zhihua Cai, Xingquan Zhu and Chengqi Zhang 5:20PM Learning from Combination of Data Chunks for Multi-Class Imbalanced Data Xu-Ying Liu and Qian-Qian Li 5:40PM Dual Deep Neural Network Approach to Matching Data in Different Modes Mark Eastwood and Chrisina Jayne Wednesday, July 9, 1:30PM-3:30PM ........................................................................ 193 Special Session: WeN1-1 International Workshop on Computational Energy Management in Smart Grids III, Chair: Stefano Squartini and Francesco Piazza, Room: 308 ....................................................................... 193 1:30PM Computational Framework Based on Task and Resource Scheduling for Micro Grid Design Marco Severini, Stefano Squartini and Francesco Piazza
  • 14. 82 1:50PM An Optimal Real-Time Pricing for Demand-Side Management: A Stackelberg Game and Genetic Algorithm Approach Fan-Lin Meng and Xiao-Jun Zeng 2:10PM A Simulation Based Approach to Forecast a Demand Load Curve for a Container Terminal Using Battery Powered Vehicles Nico Grundmeier, Norman Ihle, Axel Hahn, Claas Meyer-Barlag and Serge Runge 2:30PM Fuzzy Power Management for Environmental Monitoring Systems in Tropical Regions Asher G. Watts, Michal Prauzek, Petr Musilek, Emil Pelikan and Arturo Sanchez-Azofeifa 2:50PM Solar Radiation Forecasting under Asymmetric Cost Functions Seyyed A. Fatemi and Anthony Kuh 3:10PM Selection of Weighing Functions in H-infinity Controller Design Using PBIL Prosser Munawa and Komla Folly Special Session: WeN1-2 International Workshop on Advances in Learning from/with Multiple Learners, Chair: Nistor Grozavu and Guenael Cabanes, Room: 305A ....................................................................... 194 1:30PM Feature Ensemble Learning Based on Sparse Autoencoders for Image Classification Yaping Lu, Li Zhang, Bangjun Wang and Jiwen Yang 1:50PM A Review of Adaptive Feature Extraction and Classification Methods for EEG-Based Brain-Computer Interfaces Shiliang Sun and Jin Zhou 2:10PM Diversity Analysis in Collaborative Clustering Nistor Grozavu, Guenael Cabanes and Younes Bennani 2:30PM Solving Unbalanced Problems in Similarity Learning Using SVM Ensemble Peipei Xia and Li Zhang 2:50PM Sharing Information on Extended Reachability Goals Over Propositionally Constrained Multi-Agent State Spaces Anderson Araujo and Carlos Henrique Ribeiro 3:10PM A New Ensemble Method for Multi-Label Data Stream Classification in Non-Stationary Environment Ge Song and Yunming Ye 3:30PM An Evaluation of the Environmental Sustainability Index in Terms of Its Prediction and Clustering Capabilities Tatiana Tambouratzis Special Session: WeN1-3 Machine Learning for Computer Vision I, Chair: Brijesh Verma and Mohammed Bennamoun, Room: 305B ........................................................................................................................... 195 1:30PM Retinal Vessel Segmentation Based on Possibilistic Fuzzy c-means Clustering Optimised with Cuckoo Search Eid Emary, Hossam Zawbaa, Aboul Ella Hassanien, Gerald Schaefer and Ahmad Taher Azar 1:50PM Large Margin Image Set Representation and Classification Jim Jing-Yan Wang, Majed Alzahrani and Xin Gao 2:10PM Improving Machine Vision via Incorporating Expectation-Maximization into Deep Spatio-Temporal Learning Min Jiang, Yulong Ding, Goertzel Ben, Zhongqiang Huang and Fei Chao 2:30PM Low-Rank Representation Based Action Recognition Xiangrong Zhang, Yang Yang, Hanghua Jia, Huiyu Zhou and Licheng Jiao 2:50PM Interpolating Deep Spatio-Temporal Inference Network Features for Image Classification Yongfeng Zhang, Changjing Shang and Qiang Shen 3:10PM A Study on Word-Level Multi-Script Identification from Video Frames Nabin Sharma, Umapada Pal and Michael Blumenstein
  • 15. 83 WeN1-4 Intelligent Systems and Applications, Chair: Ivo Bukovsky, Room: 305C ..................................... 196 1:30PM B-Spline Neural Network Based Single-Carrier Frequency Domain Equalization for Hammerstein Channels Xia Hong, Sheng Chen and Chris Harris 1:50PM Coordinated Pattern Tracking of Multiple Marine Surface Vehicles with Uncertain Kinematics and Kinetics Zhouhua Peng, Dan Wang, Hao Wang and Wei Wang 2:10PM A Real-Time Driver Identification System Based on Artificial Neural Networks and Cepstral Analysis Ines del Campo, Raul Finker, Victoria Martinez, Javier Echanobe and Faiyaz Doctor 2:30PM An Approach to Exploit Non-Optimized Data for Efficient Control of Unknown Systems through Neural and Kernel Models Cristiano Cervellera, Mauro Gaggero, Danilo Maccio and Roberto Marcialis 2:50PM Neural Network Approach to Hoist Deceleration Control Peter Benes and Ivo Bukovsky WeN1-5 Unsupervised Learning and Clustering I, Chair: Fuchun Sun, Room: 305D ................................. 197 1:30PM A Locally Adaptive Boundary Evolution Algorithm for Novelty Detection Using Level Set Methods Xuemei Ding, Yuhua Li, Ammar Belatreche and Liam Maguire 1:50PM Tensor LRR Based Subspace Clustering Yifan Fu, Junbin Gao, David Tien and Zhouchen Lin 2:10PM A Kernel K-Means Clustering Algorithm Based on an Adaptive Mahalanobis Kernel Marcelo Ferreira and Francisco De Carvalho 2:30PM A New Distance Metric for Unsupervised Learning of Categorical Data Hong Jia and Yiu-ming Cheung 2:50PM Box-Constrained Projective Nonnegative Matrix Factorization via Augmented Lagrangian Method Xiang Zhang, Naiyang Guan, Long Lan, Dacheng Tao and Zhigang Luo 3:10PM A Survey of Distance / Similarity Measures For Categorical Data Madhavi Alamuri, Bapi Raju Surampudi and Atul Negi WeN1-6 Supervised and Semi-Supervised Learning, Chair: Marley Vellasco, Room: 305E ........................ 198 1:30PM Lattice Sampling for Efficient Learning with Nadaraya-Watson Local Models Cristiano Cervellera, Mauro Gaggero, Danilo Maccio and Roberto Marcialis 1:50PM Trimmed Affine Projection Algorithms Badong Chen, Xiaohan Yang, Hong Ji, Hua Qu, Nanning Zheng and Jose Principe 2:10PM Reconstructable Generalized Maximum Scatter Difference Discriminant Analysis Kai Huang and Liqing Zhang 2:30PM Music Genre Classification Using On-Line Dictionary Learning M. Srinivas, Debaditya Roy and C. Krishna Mohan 2:50PM Semi-Supervised Local-Learning-Based Feature Selection Jim Jing-Yan Wang, Jin Yao and Yijun Sun Industrial Session: WeN1-7 CI on Control Systems, Chair: Ruben Morales-Menendez and Aguilar Jose, Room: 303 .................................................................................................................................................. 199 1:30PM Experimental ANN-Based Modeling of an Adjustable Damper Juan Carlos Tudon-Martinez, Ruben Morales-Menendez, Ricardo A Ramirez-Mendoza and Luis E Garza-Castanon 1:50PM Scaling-Up Action Learning Neuro-Controllers with GPUs Martin Peniak and Angelo Cangelosi 2:10PM Application of Genetic Algorithms to Neural Networks Based Control of a Liquid Level Tank System Kristina Vassiljeva, Juri Belikov and Eduard Petlenkov
  • 16. 84 2:30PM Hybrid Intelligent Supervision Model of Oil Wells Edgar Camargo and Aguilar Jose 2:50PM Fuzzy Adaptive Cruise Control System with Speed Sign Detection Capability Raazi Rizvi, Shivam Kalra, Chirag Gosalia and Rahnamayan Shahryar 3:10PM Soft Computing Techniques Based Optimal Tuning of Virtual Feedback PID Controller for Chemical Tank Reactor Manikandan Pandiyan WeI1-1 Intel Special Session on Big Data Analytics, Chair: Catherine Huang, Room: 311A ....................... 200 1:30PM Practice in Analyzing Corporate Textual Data Phil Tian 1:50PM Intel Hadoop and Its Use Cases Keith Qi 2:10PM Big Data Foundation Platform for Video Analytics Albert Hu 2:30PM Cloud based Air Quality Monitoring at Scale Fred Jiang 2:50PM Big Data Foundation Platform for Video Analytics Demo Albert Hu 3:10PM Cloud based Air Quality Monitoring at Scale Demo Fred Jiang Wednesday, July 9, 3:30PM-6:00PM ........................................................................ 200 Poster Session: PN3 Poster Session 3, Chair: Manuel Roveri, Room: Posters Area (Level 3) ...................... 200 P501 An Implementation of the Path Integrator Mechanism of Head Direction Cells for Bio-Mimetic Navigation Ankur Sinha and Jack Wang P502 A Legged Central Pattern Generation Model for Autonomous Gait Transition. Zhijun Yang, Rocha Marlon, Lima Priscila, Karamanoglu Mehmet and Franca Felipe P503 An Algorithm for Real-Time Object Tracking in Complex Environment Dongxu Gao, Jiangtao Cao and Zhaojie Ju P504 Robust Prediction in Nearly Periodic Time Series Using Motifs Woon Huei Chai, Hongliang Guo and Shen-Shyang Ho P505 A Hybrid Coupled k-Nearest Neighbor Algorithm on Imbalance Data Chunming Liu, Longbing Cao and Philip S Yu P506 A Consensus-Based Semi-Supervised Growing Neural Gas Vinicius Maximo, Marcos Quiles and Maria Nascimento P507 Bio-Inspired Architecture for a Reactive-Deliberative Robot Controller Fabian Rubilar, Maria-Jose Escobar and Tomas Arredondo P508 Improved Keyword Spotting System by Optimizing Posterior Confidence Measure Vector Using Feed-Forward Neural Network Yuchen Liu, Mingxing Xu and Lianhong Cai P509 Agglomerative Clustering of Defects in Ultrasonic Non-Destructive Testing Using Hierarchical Mixtures of Independent Component Analyzers Addisson Salazar, Jorge Igual and Luis Vergara P510 Completed Hybrid Local Binary Pattern for Texture Classification Jing-Hua Yuan, Hao-Dong Zhu, Yong Gan and De-Shuang Huang P511 Pitch Estimation Using Non-Negative Matrix Factorization Ryan Burt, Goktug Cinar and Jose Principe
  • 17. 85 P512 On the Dynamics of the High Order Type of Neural Networks with Time Varying Coefficients and Mixed Delay Hajer Brahmi, Boudour Ammar, Farouk Cherif and Adel M. Alimi P513 DL-Pro: A Novel Deep Learning Method for Protein Model Quality Assessment Son Nguyen, Yi Shang and Dong Xu P514 Mimicking the Worm - An Adaptive Spiking Neural Circuit for Contour Tracking Inspired by C. Elegans Thermotaxis Ashish Bora, Arjun Rao and Bipin Rajendran P515 Neural Approach for Bearing Fault Classification in Induction Motors by Using Motor Current and Voltage W. F. Godoy, I. N. da Silva, A. Goedtel, R. H. C. Palacios and W. S. Gongora P516 Efficient Class Incremental Learning for Multi-Label Classification of Evolving Data Streams Zhongwei Shi, Yimin Wen and Yun Xue P517 Probabilistic Point Set Matching with Gaussian Mixture Model Han-Bing Qu and Jia-Qiang Wang P518 EEG Analysis for Cognitive Failure Detection in Driving Using Neuro-Evolutionary Synergism Anuradha Saha, Amit Konar, Ritambhar Burman and Atulya Nagar P519 Multi-Objective Optimization of a Hybrid Model for Network Traffic Classification by Combining Machine Learning Techniques Zuleika Nascimento, Djamel Sadok, Stenio Fernandes and Judith Kelner P520 Learning Motion-Difference Features Using Gaussian Restricted Boltzmann Machines for Efficient Human Action Recognition Tran Son, Benetos Emmanouil and Garcez Artur P521 Color Image Processing Based on Nonnegative Matrix Factorization with Convolutional Neural Network Thanh Xuan Luong, Bo-Kyeong Kim and Soo-Young Lee P522 Bottom-Up Model of Visual Saliency: A Viewpoint Based on Efficient Coding Hypothesis Hao Zhu and Biao Han P523 Using Self-Organizing Incremental Neural Network (SOINN) for Radial Basis Function Networks Jie Lu, Furao Shen and Jinxi Zhao P524 A New Multi-Task Learning Based Wi-Fi Location Approach Using $L_1/2$-Norm Wentao Mao, Haicheng Wang and Shangwang Liu P525 A Combined Model for Scan Path in Pedestrian Searching Lijuan Duan, Zeming Zhao, Wei Ma, Jili Gu, Yuanhua Qiao and Zhen Yang P526 Gain Parameters Based Complex-Valued BackPropagation Algorithm for Learning and Recognizing Hand Gestures Yuanshan Liu, He Huang and Tingwen Huang P527 Tension Identification of Two-Motor System Based on Neural Network Left-Inverse Guohai Liu, Zhennan Cai, Wenxiang Zhao, Hao Zhang, Yan Jiang and Yaojie Mi P528 Sideslip Angle Soft-Sensor Based on Neural Network Left Inversion for Multi-Wheel Independently Driven Electric Vehicles Penghu Miao, Guohai Liu, Duo Zhang, Yan Jiang, Hao Zhang and Huawei Zhou P529 Fast Support Vector Data Description Training Using Edge Detection on Large Datasets Chenlong Hu, Bo Zhou and Jinglu Hu P530 A Half-Split Grid Clustering Algorithm by Simulating Cell Division Wenxiang Dou and Jinglu Hu P531 Stochastic Gradient Based Iterative Identification Algorithm for a Class of Dual-Rate Wiener Systems Jing Leng, Junpeng Li, Changchun Hua and Xinping Guan P532 Wiener Model Identification of Blast Furnace Ironmaking Process Based on Laguerre Filter and Linear Programming Support Vector Regression Xia Xu, Changchun Hua, Yinggan Tang and Xinping Guan
  • 18. 86 P533 Learning Features from High Speed Train Vibration Signals with Deep Belief Networks Jipeng Xie, Yan Yang, Tianli Li and Weidong Jin P534 A Neural Network and SOM Based Approach to Analyse Periodic Signals: Application to Oyster Heart-Rate Data Andrew Hellicar, Ashfaqur Rahman, Daniel Smith, Greg Smith and John McCulloch P535 Bayesian Network Scores Based Text Localization in Scene Images Khalid Iqbal, Xu-Cheng Yin, Hong-Wei Hao, Sohail Asghar and Hazrat Ali P536 Implementation of Memristive Neural Networks with Spike-Rate-Dependent Plasticity Synapses Yide Zhang, Zhigang Zeng and Shiping Wen P537 Evaluation of Active Position Detection in Vehicular Ad Hoc Networks Kiran Penna, Venkatesh Yalavarthi, Huirong Fu and Ye Zhu P538 Smart Bandwidth Management Using a Recurrent Neuro-Evolutionary Technique Rabia Arshad, Gul Muhammad Khan and Sahibzada Ali Mahmud P539 Analog Memristive Time Dependent Learning Using Discrete Nanoscale RRAM Devices Aniket Singha, Bhaskaran Muralidharan and Bipin Rajendran P540 Data Intensive Parallel Feature Selection Method Study Zhanquan Sun and Zhao Li P541 Kernel Ridge Regression Classification Jinrong He, Lixin Ding, Lei Jiang and Ling Ma P542 Causality Traces for Retrospective Learning in Neural Networks - Introduction of Parallel and Subjective Time Scales Katsunari Shibata P543 Hardware Implementation of KLMS Algorithm Using FPGA Xiaowei Ren, Pengju Ren, Badong Chen, Tai Min and Nanning Zheng P544 Parallelized Neural Networks as a Service Altaf Ahmad Huqqani, Erich Schikuta and Erwin Mann Wednesday, July 9, 4:00PM-6:00PM ........................................................................ 207 Special Session: WeN2-1 Plenary and Discussion Session of International Workshops, Chair: Stefano Squartini and Nistor Grozavu, Room: 308 ................................................................................................. 207 4:00PM Plenary Lecture of the International Workshops Paul Werbos 4:50PM Follow-up Discussion of the Two International Workshops Stefamo Squartini and Nistor Grozavu Special Session: WeN2-2 Learning and Optimization in Multi-criteria Dynamic and Uncertain Environments, Chair: Madalina Drugan and Peter Vrancx, Room: 305A .......................................................................... 207 4:00PM The Scalarized Multi-Objective Multi-Armed Bandit Problem: An Empirical Study of Its Exploration vs. Exploitation Tradeoff Saba Yahyaa, Madalina Drugan and Bernard Manderick 4:20PM Accelerating Learning in Multi-Objective Systems through Transfer Learning Adam Taylor, Ivana Dusparic, Edgar Galvan-Lopez, Siobhan Clarke and Vinny Cahill 4:40PM A Novel Adaptive Weight Selection Algorithm for Multi-Objective Multi-Agent Reinforcement Learning Kristof Van Moffaert, Tim Brys, Arjun Chandra, Lukas Esterle, Peter Lewis and Ann Nowe 5:00PM Multi-Objectivization of Reinforcement Learning Problems by Reward Shaping Tim Brys, Anna Harutyunyan, Peter Vrancx, Matthew E. Taylor, Daniel Kudenko and Ann Nowe 5:20PM Policy Gradient Approaches for Multi-Objective Sequential Decision Making Simone Parisi, Matteo Pirotta, Nicola Smacchia, Luca Bascetta and Marcello Restelli
  • 19. 87 5:40PM Multi-Objective X-Armed Bandits Kristof Van Moffaert, Kevin Van Vaerenbergh, Peter Vrancx and Ann Nowe Special Session: WeN2-3 Machine Learning for Computer Vision II, Chair: Brijesh Verma and Mohammed Bennamoun, Room: 305B ........................................................................................................................... 208 4:00PM An Interpretable Graph-Based Image Classifier Filippo Maria Bianchi, Simone Scardapane, Lorenzo Livi, Aurelio Uncini and Antonello Rizzi 4:20PM Off-Line Handwritten Thai Name Recognition for Student Identification in an Automated Assessment System Hemmaphan Suwanwiwat, Michael Blumenstein, Vu Nguyen and Umapada Pal 4:40PM Feature Extraction in X-Ray Images for Hazelnuts Classification Khosa Ikramullah and Eros Pasero 5:00PM A New Fuzzy Shape Context Approach Based on Multi-Clue and State Reservoir Computing Zhidong Deng, Kelaiti Xiao and Jing Huang 5:20PM Structure-from-Motion Reconstruction Based on Weighted Hamming Descriptors Guoyu Lu, Vincent Ly and Chandra Kambhamettu 5:40PM Local Binary Pattern Based Facial Expression Recognition Using Self-Organizing Map Anima Majumder, Laxmidhar Behera and Venkatesh K. Subramanian WeN2-4 Spiking Neural Networks I, Chair: Nikola Kasabov and Nathan Scott, Room: 305C..................... 209 4:00PM Does Plasticity Promote Criticality ? Filipe Peliz Pinto Teixeira and Murray Shanahan 4:20PM Evolutionary Features and Parameter Optimization of Spiking Neural Networks for Unsupervised Learning Marco Silva, Adriano Koshiyama, Marley Vellasco and Edson Cataldo 4:40PM Stochastic Spiking Neural Networks at the Edge of Chaos J.L. Rossello, V. Canals, A. Oliver and A. Morro 5:00PM Phase Offset Between Slow Oscillatory Cortical Inputs Influences Competition in a Model of the Basal Ganglia Zafeirios Fountas and Murray Shanahan 5:20PM A Sequential Learning Algorithm for a Minimal Spiking Neural Network (MSNN) Classifier Shirin Dora, Sundaram Suresh and Narasimhan Sundararajan 5:40PM Large Scale Parameter Estimation of Nonlinear Dynamic Systems: Application on Spike-In, Spike-Out Neural Models Alireza Dibazar WeN2-5 Unsupervised Learning and Clustering II, Chair: Akira Hirose, Room: 305D .............................. 211 4:00PM An Unsupervised Material Learning Method for Imaging Spectroscopy Johannes Jordan, Elli Angelopoulou and Antonio Robles-Kelly 4:20PM Optimal Reduced Set for Sparse Kernel Spectral Clustering Raghvendra Mall, Siamak Mehrkanoon, Rocco Langone and Johan Suykens 4:40PM An Efficient Parallel ISODATA Algorithm Based on Kepler GPUs Shiquan Yang, Jianqiang Dong and Bo Yuan 5:00PM Semi-Supervised Clustering with Pairwise and Size Constraints Shaohong Zhang, Hau-San Wong and Dongqing Xie 5:20PM Multivariate Multi-Scale Gaussian for Microarray Unsupervised Classification Amelia King, Zihua Yang and ZhengRong Yang 5:40PM Hierarchical Linear Dynamical Systems: A New Model for Clustering of Time Series Goktug Cinar, Carlos Loza and Jose Principe
  • 20. 88 WeN2-6 Dynamics of Neural Systems, Chair: Zhanshan Wang, Room: 305E ............................................. 212 4:00PM A Review on Evolution of Lyapunov-Krasovskii Function in Stability Analysis of Recurrent Neural Networks with Single Time-Varying Delay Zhanshan Wang, Zhenwei Shen, Mi Tian and Qihe Shan 4:20PM Stability of Hopfield Neural Networks with Event-Triggered Feedbacks Xinlei Yi, Wenlian Lu and Tianping Chen 4:40PM Nonlinear Responses of an Asynchronous Cellular Automaton Model of Spiral Ganglion Cells Masato Izawa and Hiroyuki Torikai 5:00PM New Method on the Complete Stability of Delayed Cellular Neural Networks Lili Wang and Tianping Chen 5:20PM Reproduction of Forward and Backward Propagations on Dendrites by Multi-Compartment Asynchronous Cell Automaton Neuron Naoki Shimada and Hiroyuki Torikai 5:40PM Phase Cone Detection Optimization in EEG Data Mark Myers, Robert Kozma and Roman Ilin Industrial Session: WeN2-7 CI on Smart Grid and Energy Efficiency, Chair: Marco Mussetta and Timothy Havens, Room: 303 .................................................................................................................................... 212 4:00PM Fault Recognition in Smart Grids by a One-Class Classification Approach Enrico De Santis, Lorenzo Livi, Alireza Sadeghian and Antonello Rizzi 4:20PM Hybrid Model Analysis and Validation for PV Energy Production Forecasting Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta and Emanuele Ogliari 4:40PM Personalized Sensing towards Building Energy Efficiency and Thermal Comfort Huafen Hu, Yonghong Huang, Milan Milenkovic, Chad Miller and Ulf Hanebutte 5:00PM A Supervised Approach to Electric Tower Detection and Classification for Power Line Inspection Carlos Sampedro, Carol Martinez, Aneesh Chauhan and Pascual Campoy 5:20PM Random Forest Based Adaptive Non-Intrusive Load Monitoring Jie Mei, Dawei He, Ronald Harley and Thomas Habetler 5:40PM Fuzzy Logic Controller for Energy Management of Power Split Hybrid Electric Vehicle Transmission Varun Navale and Timothy Havens Special Session: WeC2-1 CIS and WCCI Competition Session, Chair: Swagatam Das and Alessandro Sperduti, Room: 311A ................................................................................................................................ 213 4:00PM IEEE CIS Ghosts Challenge 2013 Alessandro Sperduti 4:45PM Evolutionary Computation for Dynamic Optimization Problems Changhe Li, Michalis Mavrovouniotis, Shengxiang Yang and Xin Yao 5:10PM Optimization of Problems with Multiple Interdependent Components Sergey Polyakovskiy, Markus Wagner, Mohammad Reza Bonyadi, Frank Neumann and Zbignew Michalewicz 5:35PM First Neural Connectomics Challenge: From Imaging to Connectivity Demian Battaglia Thursday, July 10, 1:30PM-3:30PM .......................................................................... 214 Special Session: ThN1-1 Architectures and Theories of the Brain, Chair: Asim Roy, Room: 308 ................ 214 1:30PM Reliable Object Recognition by Using Cooperative Neural Agents Oscar Chang 1:50PM A Nonlinear Model of fMRI BOLD Signal Including the Trend Component Takashi Matsubara, Hiroyuki Torikai, Tetsuya Shimokawa, Kenji Leibnitz and Ferdinand Peper
  • 21. 89 2:10PM How Might the Brain Represent Complex Symbolic Knowledge? Ben Goertzel 2:30PM Statistical Approach for Reconstruction of Dynamic Brain Dipoles Based on EEG Data Petia Georgieva, Filipe SIlva, Lyudmila Mihaylova and Nidhal Bouaynaya 2:50PM Design of the First Neural Connectomics Challenge: From Imaging to Connectivity Isabelle Guyon, Demian Battaglia, Alice Guyon, Javier Orlandi, Mehreen Saeed, Jordi Soriano Fradera, Alexander Statnikov and Olav Stetter 3:10PM A Bridge-Islands Model for Brains: Developing Numeric Circuits for Logic and Motivation Juyang Weng Special Session: ThN1-2 Hybrid Neural Intelligent Systems, Chair: Patricia Melin, Room: 305A ............. 215 1:30PM Selecting and Combining Models with Self-Organizing Maps for Long-Term Forecasting of Chaotic Time Series Rigoberto Fonseca-Delgado and Pilar Gomez-Gil 1:50PM Impulsive Synchronization of Coupled Switched Neural Networks with Impulsive Time Window Xin Wang, Chuandong Li, Tingwen Huang and Xiaofeng Liao 2:10PM Vibrate Synchronizing Function Neural Network Model - Its Backgrounds Yoshitsugu Kakemoto and Shinichi Nakasuka 2:30PM Neural Networks for Runtime Verification Alan Perotti, Artur d'Avila Garcez and Guido Boella Special Session: ThN1-3 Ensemble Systems and Machine Learning, Chair: Marley Vellasco and Teresa Ludermir, Room: 305B .............................................................................................................................. 216 1:30PM Towards Generating Random Forests via Extremely Randomized Trees Le Zhang, Ye Ren and P. N. Suganthan 1:50PM Reservoir Computing Optimization with a Hybrid Method Anderson Sergio and Teresa Ludermir 2:10PM An Empirical Analysis of Ensemble Systems in Cancellable Behavioural Biometrics: A Touch Screen Dataset Marcelo Damasceno de Melo and Anne Canuto 2:30PM Ensemble Learning for Keyword Extraction from Event Descriptions Pedro Geadas, Ana Alves and Bernardete Ribeiro 2:50PM Ensembles Of Evolutionary Extreme Learning Machines through Differential Evolution and Fitness Sharing Tiago Lima and Teresa Ludermir ThN1-4 Reinforcement and Hybrid Learning, Chair: Huaguang Zhang, Room: 305C ............................... 217 1:30PM Unmanned Aerial Vehicles (UAV) Heading Optimal Tracking Control Using Online Kernel-Based HDP Algorithm Fuxiao Tan, Derong Liu, Xinping Guan and Bin Luo 1:50PM Scalarization-Based Pareto Optimal Set of Arms Identification Algorithms Madalina Drugan and Ann Nowe 2:10PM Approximate Model-Assisted Neural Fitted Q-Iteration Thomas Lampe and Martin Riedmiller 2:30PM Explore to See, Learn to Perceive, Get the Actions for Free: SKILLABILITY Varun Kompella, Marijn Stollenga, Matthew Luciw and Juergen Schmidhuber 2:50PM Correntropy Kernel Temporal Differences for Reinforcement Learning Brain Machine Interfaces Jihye Bae, Luis Sanchez Giraldo, Joseph Francis and Jose Principe 3:10PM PROPRE: PROjection and PREdiction for Multimodal Correlations Learning. An Application to Pedestrians Visual Data Discrimination. Mathieu Lefort and Alexander Gepperth
  • 22. 90 ThN1-5 Models of Perception, Cognition and Coordination, Chair: Leonid Perlovsky, Room: 305D .......... 218 1:30PM Pinning Dynamic Complex Networks by Time-Varying Controller-Vertex Set Yujuan Han, Wenlian Lu and Tianping Chen 1:50PM Distributed LQR Design for Multi-Agent Systems on Directed Graph Topologies Tao Feng, Huaguang Zhang, Yanhong Luo and Yingchun Wang 2:10PM Impact of Ratio k on Two-Layer Neural Network with Dynamic Optimal Learning Rate Tong Zhang and C. L. Philip Chen 2:30PM A Neural Model of Mentalization/Mindful Based Psychotherapy Abbas Edalat and Lin Zheng 2:50PM Incremental Face Recognition Using Rehearsal and Recall Processes Sangwook Kim, Mallipeddi Rammohan and Lee Minho 3:10PM On the Relationships Between Social Structures and Acquired Knowledge in Societies Toshihiko Matsuka and Hidehito Honda ThN1-6 Recurrent Neural Networks, Chair: Yunong Zhang, Room: 305E ................................................. 219 1:30PM Case Study of Zhang Matrix Inverse for Different ZFs Leading to Different Nets Dongsheng Guo, Binbin Qiu, Zhende Ke, Zhi Yang and Yunong Zhang 1:50PM Neurodynamics-Based Robust Eigenstructure Assignment for Second-Order Descriptor Systems Xinyi Le, Zheng Yan and Jun Wang 2:10PM Oscillation Analysis of the Solutions for a Four Coupled FHN Network Model with Delays Chunhua Feng and Rejean Plamondon 2:30PM Ideal Modified Adachi Chaotic Neural Networks and Active Shape Model for Infant Facial Cry Detection on Still Image Yosi Kristian, Mochamad Hariadi and Mauridhi Hery Purnomo 2:50PM Three New ZNN Models with Economical Dimension and Exponential Convergence for Real-Time Solution of Moore-Penrose Pseudoinverse Chen Peng, Yingbiao Ling, Ying Wang, Xiaotian Yu and Yunong Zhang 3:10PM A Recurrent Neural Network for Real Time Electrical Microgrid Prototype Optimization Juan Diego Sanchez-Torres, Martin J. Loza-Lopez, Riemann Ruiz-Cruz, Edgar Sanchez and Alexander G. Loukianov Thursday, July 10, 3:30PM-6:00PM .......................................................................... 220 Poster Session: PN4 Poster Session 4, Chair: Pablo Estevez, Room: Posters Area (Level 3) ........................ 220 P701 Compressive Direction-of-Arrival Estimation via Regularized Multiple Measurement FOCUSS Algorithm Shuyuan Yang, Min Wang and Bin Li P702 Effective Identification of a Turbogenerator in a SMIB Power System Using Fuzzy Neural Networks Wissam A. Albukhanajer, Hussein A. Lefta and Abduladhem A. Ali P703 Multi-Agent Systems Applied to Topological Reconfiguration of Smart Power Distribution Systems Filipe Saraiva and Eduardo Asada P704 Heuristically Enhanced Dynamic Neural Networks for Structurally Improving Photovoltaic Power Forecasting Naji Al-Messabi, Cindy Goh, Ibrahim El-Amin and Yun Li P705 Data Mining Paradigm Based on Functional Networks with Applications in Landslide Prediction Ailong Wu, Zhigang Zeng and Chaojin Fu P706 The State of the Art of Memristive Neural Systems: Models and Applications Ailong Wu, Zhigang Zeng and Chaojin Fu P707 Integrating Local and Global Manifold Structures for Unsupervised Dimensionality Reduction Xiaochen Chen, Jia Wei, Jinhai Li and Xiaodong Zhang
  • 23. 91 P708 Moving Towards Accurate Monitoring and Prediction of Gold Mine Underground Dam Levels Ali Hasan and Bhekisipho Twala P709 Convolutional Deep Belief Networks for Feature Extraction of EEG Signal Yuanfang Ren and Yan Wu P710 Newton's Method Backpropagation for Complex-Valued Holomorphic Multilayer Perceptrons Diana La Corte and Yi Ming Zou P711 Fuzzy c-Means Clustering with a New Regularization Term for Image Segmentation Guangpu Shao P712 Direct Adaptive Neural Network Control of a Class of Nonlinear Systems Baobin Miao and Tieshan Li P713 Hybrid SVM/HMM Architectures for Statistical Model-Based Voice Activity Detection YingWei Tan, WenJu Liu, Wei Jiang and Hao Zheng P714 Novel Stability Criteria of T-S Fuzzy Hopfield Neural Networks with Time-Varying Delays and Uncertainties Caigen Zhou, Xiaoqin Zeng and Jianjiang Yu P715 A Collaborative Filtering Framework Based on Local and Global Similarities with Similarity Tie-Breaking Criteria Andre Lopes, Ricardo Prudencio and Byron Bezerra P716 SVM Classification for Imbalanced Data Sets Using Conformal Kernel Transformations Yong Zhang, Panpan Fu and Wenzhe Liu P717 Analysis of Disease Association and Susceptibility for SNP Data Using Emotional Neural Networks Xiao Wang, Qinke Peng and Tao Zhong P718 Artificial Immune System Application for Solving Dynamic Optimization Problems Zhijie Li, Yuanxiang Li, Kuang Li and Fei Yu P719 Synchronization Control of Hybrid-Coupled Heterogeneous Complex Networks Jianqiang Hu, Jinling Liang and Jinde Cao P720 Robust LS-SVR Based on Variational Bayesian and Its Applications Kefeng Ning, Min Liu, Mingyu Dong and Zhansong Wu P721 Label Propagation and Soft-Similarity Measure for Graph Based Constrained Semi-Supervised Learning Zhao Zhang, Mingbo Zhao and Tommy W.S. Chow P722 An Improved RBM Based on Bayesian Regularization Guangyuan Pan and Junfei Qiao P723 On the Cooperative Observability of a Continuous-Time Linear System on an Undirected Network Henghui Zhu, Kexin Liu, Jinhu Lu, Zongli Lin and Yao Chen P724 Robust Bilinear Matrix Recovery by Tensor Low-Rank Representation Zhao Zhang and Mingbo Zhao P725 Using Chou's Amphiphilic Pseudo-Amino Acid Composition and Extreme Learning Machine for Prediction of Protein-Protein Interactions Qiao-Ying Huang, Zhu-Hong You, Shuai Li and Zexuan Zhu P726 Joint Multiple Dictionary Learning for Tensor Sparse Coding Yifan Fu, Junbin Gao, Yanfeng Sun and Xia Hong P727 Dependent Stotchastic Blockmodels Eunsil Gim, Juho Lee and Seungjin Choi P728 Splitted Neural Networks for Better Performance of Antenna Optimization Linh Ho Manh, Francesco Grimaccia, Marco Mussetta and Riccardo E. Zich P729 Learning Features with Structure-Adapting Multi-View Exponential Family Harmoniums Kang Yoonseop and Choi Seungjin P730 Outdoor Scene Understanding Using SEVI-BOVW Model Haibing Zhang, Shirong Liu and Chaoliang Zhong
  • 24. 92 P731 Global Exponential Stability of Delayed Hopfield Neural Network on Time Scale Xuehui Mei and Haijun Jiang P732 Application of Neural Networks to Evaluate Experimental Data of Galvanic Zincing Peter Michal, Jan Pitel, Alena Vagaska and Ivo Bukovsky P733 Iris Liveness Detection Methods in the Mobile Biometrics Scenario Ana F. Sequeira, Juliano Murari and Jaime S. Cardoso P734 Nonnegative Shifted Tensor Factorization in Time Frequency Domain Qiang Wu, Ju Liu, Fengrong Sun, Jie Li and Andrzej Cichocki P735 Modeling of Vertical Mill Raw Meal Grinding Process and Optimal Setting of Operating Parameters Based on Wavelet Neural Network Xiaofeng Lin and Zhe Qian P736 Kernel Robust Mixed-Norm Adaptive Filtering Jin Liu, Hua Qu, Badong Chen and Wentao Ma P737 Soft-Constrained Nonnegative Matrix Factorization via Normalization Long Lan, Naiyang Guan, Xiang Zhang, Dacheng Tao and Zhigang Luo P738 Latency-Based Probabilistic Information Processing in a Learning Feedback Hierarchy Alexander Gepperth P739 Improving the Genetic-Algorithm-Optimized Wavelet Neural Network for Stock Market Prediction Yu Fang, Kamaladdin Fataliyev, Lipo Wang, Xiuju Fu and Yaoli Wang P740 Optimal Software Maintenance Policy Based on Reliability and Risk Xiaoping Wang, Fang Zhou and Yi Shen P741 Forecasting Electricity Consumption in South Africa: ARMA, Neural Networks and Neuro-Fuzzy Systems Lufuno Marwala and Twala Bhekisipho P742 PVis - Partitions' Visualizer: Extracting Knowledge by Visualizing a Collection of Partitions Katti Faceli, Tiemi Sakata, Andre Carvalho and Marcilio de Souto Thursday, July 10, 4:00PM-6:00PM .......................................................................... 226 Special Session: ThN2-1 Applications of Neural Networks for Financial Modeling and Forecasting, Chair: Massimo Panella, Room: 308 .......................................................................................................... 226 4:00PM Adaptively Weighted Support Vector Regression for Financial Time Series Prediction Zhijie Li, Yuanxiang Li, Fei Yu and Dahai Ge 4:20PM A Higher-Order Fuzzy Neural Network for Modeling Financial Time Series Massimo Panella, Luca Liparulo and Andrea Proietti 4:40PM Beating The S-and-P 500 Index - A Successful Neural Network Approach Mininder Sethi, Philip Treleaven and Sebastian Del Bano Rollin 5:00PM Stock Volatility Prediction Using Multi-Kernel Based Extreme Learning Machine Feng Wang, Zhiyong Zhao, Xiaodong Li and Fei Yu 5:20PM Augmented Neural Networks for Modelling Consumer Indebtness Alexandros Ladas, Jon Garibaldi, Rodrigo Scarpel and Uwe Aickelin 5:40PM A New Investment Strategy Based on Data Mining and Neural Networks Chang Liu and Hafiz Malik Special Session: ThN2-2 Incremental Machine Learning: Methods and Applications, Chair: Nicoleta Rogovschi and Nistor Grozavu, Room: 305A .............................................................................................. 227 4:00PM Locally Linear Embedding Algorithm Based on OMP for Incremental Learning Yiqin Leng, Li Zhang and Jiwen Yang 4:20PM Hidden Markov Models Based Dynamic Hand Gesture Recognition with Incremental Learning Method Meng Hu, Furao Shen and Jinxi Zhao
  • 25. 93 4:40PM Long-Term Learning Behavior in a Recurrent Neural Network for Sound Recognition Michiel Boes, Damiano Oldoni, Bert De Coensel and Dick Botteldooren 5:00PM Study of Learning Entropy for Novelty Detection in Lung Tumor Motion Prediction for Target Tracking Radiation Therapy Ivo Bukovsky, Noriyasu Homma, Matous Cejnek and Kei Ichiji 5:20PM Opinion Retrieval through Unsupervised Topological Learning Nicoleta Rogovschi and Nistor Grozavu 5:40PM A Fast Incremental Kernel Principal Component Analysis for Data Streams. Annie anak Joseph and Seiichi Ozawa Special Session: ThN2-3 Neurodynamic Optimization, Chair: Sanqing Hu and Yunong Zhang, Room: 305B .................................................................................................................................................................. 228 4:00PM A One-Layer Discrete-Time Projection Neural Network for Support Vector Classification Wei Zhang and Qingshan Liu 4:20PM A Novel Discrete-Time Learning Algorithm for Speech Enhancement Using Noise Constrained Parameter Estimation Youshen Xia, Guiliang Lin and Weixing Zheng 4:40PM Performance Analysis of LVI-Based PDNN Applied to Real-Time Solution of Time-Varying Quadratic Programming Yunong Zhang, Fangting Wu, Zhengli Xiao, Zhen Li and Binghuang Cai 5:00PM Model Predictive Control of Multi-Robot Formation Based on the Simplified Dual Neural Network Xinzhe Wang, Zheng Yan and Jun Wang 5:20PM Neurodynamics-Based Model Predictive Control of Autonomous Underwater Vehicles in Vertical Plane Zhiying Liu, Xinzhe Wang and Jun Wang 5:40PM A Single Layer Recurrent Neural Network For Pseudoconvex Optimization Subject to Quasiconvex Constraints Jingjing Huang and Guocheng Li 6:00PM Causality from Cz to C3/C4 or between C3 and C4 Revealed by Granger Causality and New Causality during Motor Imagery Sanqing Hu, Hui Wang, Jianhai Zhang, Wanzeng Kong and Yu Cao ThN2-4 Spiking Neural Networks II, Chair: Zeng-Guang Hou, Room: 305C ............................................. 230 4:00PM Magnitude Comparison in Analog Spiking Neural Assemblies Jose Oliveira-Neto, Felipe Duque-Belfort, Rafael Cavalcanti-Neto and Joao Ranhel 4:20PM Spike-Timing Dependent Morphological Learning for a Neuron with Nonlinear Active Dendrites Phyo Phyo San, Shaista Hussain and Arindam Basu 4:40PM Improved Predictive Personalized Modelling with the Use of Spiking Neural Network System and a Case Study on Stroke Occurrences Data Muhaini Othman, Nikola Kasabov, Enmei Tu, Valery Feigin, Rita Krishnamurthi, Zeng-Guang Hou, Yixiong Chen and Jin Hu 5:00PM Signature of an Anticipatory Response in Area V1 as Modeled by a Probabilistic Model and a Spiking Neural Network Bernhard A. Kaplan, Mina A. Khoei, Anders Lansner and Laurent U. Perrinet 5:20PM Predicting Temporal Sequences Using an Event-Based Spiking Neural Network Incorporating Learnable Delays Tingting Gibson, James Henderson and Janet Wiles 5:40PM Feasibility of NeuCube SNN Architecture for Detecting Motor Execution and Motor Intention for Use in BCI Applications Denise Taylor, Nathan Scott, Nikola Kasabov, Elisa Capecci, Enmei Tu, Nicola Saywell, Yixiong Chen, Jin Hu and Zeng-Guang Hou
  • 26. 94 ThN2-5 Signal and Image Processing, Chair: Pau-Choo Chung, Room: 305D ............................................ 231 4:00PM On-Line Gaussian Mixture Density Estimator for Adaptive Minimum Bit-Error-Rate Beamforming Receivers Sheng Chen, Xia Hong and Chris Harris 4:20PM The Neoteric Feature Extraction Method of Epilepsy EEG Based on the Vertex Strength Distribution of Weighted Complex Network Fenglin Wang, Qingfang Meng and Yuehui Chen 4:40PM Real-Time Hand Gesture Recognition with Kinect for Playing Racing Video Games Yanmin Zhu and Bo Yuan 5:00PM EEG Energy Analysis for Evaluating Consciousness Level Using Dynamic MEMD Yunchao Yin, Gaochao Cui, Toshihisa Tanaka and Jianting Cao 5:20PM Alzheimer's Disease Classification Based on Gait Information Wei-Hsin Wang, Yu-Liang Hsu, Ming-Chyi Pai, Chun-Yao Wang, Chien-Wen Lin, Hao-Li Wu and Pau-Choo Chung 5:40PM Architectural Distortion Detection from Mammograms Using Support Vector Machine Orawan Netprasat, Sansanee Auephanwiriyakul and Nipon Theera-Umpon ThN2-6 Neural Modeling and Control, Chair: Hongliang Li, Room: 305E ................................................. 232 4:00PM Data-Driven Iterative Adaptive Dynamic Programming Algorithm for Approximate Optimal Control of Unknown Nonlinear Systems Hongliang Li, Derong Liu, Ding Wang and Chao Li 4:20PM Hybrid Neural Networks for Gasoline Blending System Modeling Wen Yu and Xiaoou Li 4:40PM Adaptive Self-Constructing Radial-Basis-Function Neural Control for MIMO Uncertain Nonlinear Systems with Unknown Disturbances Ning Wang, Bijun Dai, Yancheng Liu and Min Han 5:00PM Robust Structure Selection of Radial Basis Function Networks for Nonlinear System Identification Pan Qin and Han Min 5:20PM Neural Control for a Solid Waste Incinerator Rocio Carrasco, Edgar Sanchez, Riemann Ruiz and Catherine Cadet 5:40PM Reservoir-Based Online Adaptive Forward Models with Neural Control for Complex Locomotion in a Hexapod Robot Poramate Manoonpong, Sakyasingha Dasgupta, Dennis Goldschmidt and Florentin Woergoetter Friday, July 11, 8:10AM-10:10AM ............................................................................. 233 Special Session: FrN1-1 Concept Drift, Domain Adaptation & Learning in Dynamic Environments II, Chair: Giacomo Boracchi and Manuel Roveri, Room: 308 ......................................................................... 233 8:10AM Resistant Learning on the Envelope Bulk for Identifying Anomalous Patterns Shin-Ying Huang, Fang Yu, Rua-Huan Tsaih and Yennun Huang 8:30AM A Multi-Objective Ensemble Method for Online Class Imbalance Learning Shuo Wang, Leandro L. Minku and Xin Yao 8:50AM The Parzen Kernel Approach to Learning in Non-Stationary Environment Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski and Piotr Duda 9:10AM A Novel Application of Hoeffding's Inequality to Decision Trees Construction for Data Streams Piotr Duda, Maciej Jaworski, Lena Pietruczuk and Leszek Rutkowski 9:30AM NEVE++: A Neuro-Evolutionary Unlimited Ensemble for Adaptive Learning Tatiana Escovedo, Abs da Cruz Andre, Koshiyama Adriano, Melo Rubens and Vellasco Marley 9:50AM Exploiting Self-Similarity for Change Detection Giacomo Boracchi and Roveri Manuel
  • 27. 95 Special Session: FrN1-2 Neural Networks Applied to Vision and Robotics II, Chair: Jose Garcia Rodriguez and Jorge Azorin, Room: 305A .................................................................................................................. 234 8:10AM Color Space Selection for Self-Organizing Map Based Foreground Detection in Video Sequences Francisco Javier Lopez-Rubio, Ezequiel Lopez-Rubio, Rafael Marcos Luque-Baena, Enrique Dominguez and Esteban J. Palomo 8:30AM Improving Robot Vision Models for Object Detection Through Interaction Juergen Leitner, Alexander Foerster and Juergen Schmidhuber 8:50AM Image-Based Global Localization Using VG-RAM Weightless Neural Networks Lauro J. Lyrio Junior, Thiago Oliveira-Santos, Avelino Forechi, Lucas Veronese, Claudine Badue and Alberto F. De Souza 9:10AM EEG Based Artificial Learning of Motor Coordination for Visually Inspired Task Using Neural Networks Shreyasi Datta, Anwesha Khasnobish, Amit Konar, D. N. Tibarewala and Atulya Nagar 9:30AM Serotonin and Dopamine Systems: Internal Areas and Sequential Tasks Dongshu Wang, Yihai Duan and Juyang Weng Special Session: FrN1-3 Complex-Valued Neural Networks, Chair: Akira Hirose and Suresh Sundaram, Room: 305B ............................................................................................................................................... 235 8:10AM An Introduction to Complex-Valued Recurrent Correlation Neural Networks Marcos Eduardo Valle 8:30AM The HC Calculus, Quaternion Derivatives and Caylay-Hamilton Form of Quaternion Adaptive Filters and Learning Systems Yili Xia, Cyrus Jahanchahi, Dongpo Xu and Danilo Mandic 8:50AM Stability Condition for Discrete Time Multi-Valued Recurrent Neural Networks in Asynchronous Update Mode Wei Zhou and Jacek M. Zurada 9:10AM A New Stability Condition for Discrete Time Recurrent Neural Networks with Complex-Valued Linear Threshold Neurons Wei Zhou and Jacek M. Zurada 9:30AM Ultra-Short-Pulse Acoustic Imaging Using Complex-Valued Spatio-Temporal Neural-Network for Null-Steering: Experimental Results Kotaro Terabayashi and Akira Hirose 9:50AM Finite Convergence of the Learning Algorithms for a Modified Multi-Valued Neuron Dongpo Xu and Shuang Liang FrN1-4 Visual Systems, Chair: Zeng-Guang Hou, Room: 305C .................................................................. 235 8:10AM V4 Neural Network Model for Visual Saliency and Discriminative Local Representation of Shapes Hui Wei and Zheng Dong 8:30AM Binocular Visual Servoing Based on PID Neural Network Guoyou Li and Xin Wang 8:50AM Visual Saliency via Loss Coding Hao Zhu and Biao Han 9:10AM Border Ownership in a Nano-Neuromorphic Circuit Using Nonlinear Dendritic Computations Chih-Chieh Hsu and Alice Parker 9:30AM A Bio-Inspired Approach Modeling Spiking Neural Networks of Visual Cortex for Human Action Recognition Haihua Liu and Na Shu 9:50AM Measurement of Confusion Color Pairs for Dichromats in order to Use Applications Supporting Color Vision Deficiency Hiroki Takagi, Hiroaki Kudo, Tetsuya Matsumoto, Yoshinori Takeuchi and Noboru Ohnishi
  • 28. 96 FrN1-5 Data Analysis and Pattern Recognition, Chair: Wladyslaw Homenda, Room: 305D ....................... 237 8:10AM View-Invariant Gait Recognition via Deterministic Learning Wei Zeng and Cong Wang 8:30AM Micro-Expression Recognition Based on Local Binary Patterns from Three Orthogonal Planes and Nearest Neighbor Method Yanjun Guo, Yantao Tian, Xu Gao and Xuange Zhang 8:50AM Classification with Rejection Based on Various SVM Techniques Wladyslaw Homenda, Marcin Luckner and Witold Pedrycz 9:10AM Imbalanced Pattern Recognition: Concepts and Evaluations Wladyslaw Homenda and Wojciech Lesinski 9:30AM RNN and SOM Based Classifier to Recognize Assamese Fricative Sounds Designed Using Frame Based Temporal Feature Sets Chayashree Patgiri, Mousmita Sarma and Kandarpa Kumar Sarma 9:50AM Artificial Neural Network Based Gait Patterns Identification Using Neuromuscular Signals and Soft Tissue Deformation Analysis of Lower Limbs Muscles S. M. N. Arosha Senanayake, Joko Triloka, Owais A, Malik and Muhammad Pg. Iskandar FrN1-6 Hybrid Architectures and Learning , Chair: Gianluca Bontempi, Room: 305E .............................. 238 8:10AM Recursive Soft Margin Subspace Learning Qiao Ye, Zhao Chun and Ye Ning 8:30AM Sub-Classifier Construction for Error Correcting Output Code Using Minimum Weight Perfect Matching Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise and Boonserm Kijsirikul 8:50AM Supervised Topic Regression via Experts Song Lin and Ping Guo 9:10AM A Robust Framework for Short Text Categorization Based on Topic Model and Integrated Classifier Peng Wang, Heng Zhang, Yu-Fang Wu, Bo Xu and Hong-Wei Hao 9:30AM Linear Subspace Learning via Sparse Dimension Reduction Ming Yin, Yi Guo and Junbin Gao 9:50AM Learning Optimization for Decision Tree Classification of Non-Categorical Data with Information Gain Impurity Criterion Konstantin Sofeikov, Ivan Tyukin, Alexander Gorban, Eugene Mirkes, Danil Prokhorov and Ilya Romanenko Friday, July 11, 10:30AM-12:30PM ........................................................................... 239 Special Session: FrN2-1 Computational Intelligence Algorithms for Digital Audio Applications, Chair: Stefano Squartini and Francesco Piazza, Room: 308 ....................................................................... 239 10:30AM Semi-Supervised Non-Negative Tensor Factorisation of Modulation Spectrograms for Monaural Speech Separation Tom Barker and Tuomas Virtanen 10:50AM Power Normalized Cepstral Coefficients Based Supervectors and i-Vectors for Small Vocabulary Speech Recognition Emanuele Principi, Stefano Squartini and Francesco Piazza 11:10AM Advanced Audio Spatializer Combined with a Multipoint Equalization System Stefania Cecchi, Andrea Primavera, Francesco Piazza, Ferruccio Bettarelli and Junfeng Li 11:30AM Advanced Intelligent Acoustic Interfaces for Multichannel Audio Reproduction Danilo Comminiello, Stefania Cecchi, Michele Gasparini, Michele Scarpiniti, Aurelio Uncini and Francesco Piazza 11:50AM Audio Onset Detection: A Wavelet Packet Based Approach with Recurrent Neural Networks Erik Marchi, Giacomo Ferroni, Florian Eyben, Stefano Squartini and Bjorn Schuller
  • 29. 97 12:10PM Transfer Learning Emotion Manifestation Across Music and Speech Eduardo Coutinho, Jun Deng and Bjorn Schuller 12:30PM A Novel Intelligent Systems for Speech Recognition Washington Silva and Ginalber Serra Special Session: FrN2-2 Intelligent Computing for Complex & Big Data Analysis in Health and Biomedical Informatics, Chair: Amit Kumar and Shang-Ming Zhou, Room: 305A ...................................................... 240 10:30AM Domain Transfer Nonnegative Matrix Factorization Jim Jing-Yan Wang, Yijun Sun and Halima Bensmail 10:50AM Identifying Stable Breast Cancer Subgroups Using Semi-Supervised Fuzzy c-Means on a Reduced Panel of Biomarkers Daphne Teck Ching Lai and Jonathan Garibaldi 11:10AM Mining Textual Data from Primary Healthcare Records - Automatic Identification of Patient Phenotype Cohorts Shang-Ming Zhou, Muhammad Rahman, Mark Atkinson and Sinead Brophy 11:30AM Using EEG Artifacts for BCI Applications Wanli Ma, Dat Tran, Tien Pham, Trung Le and Hong Lin 11:50AM Comparison of Distance Metrics for Hierarchical Data in Medical Databases Diman Hassan, Uwe Aickelin and Christian Wagner 12:10PM Investigating the Impacts of Epilepsy on EEG-Based Person Identification Systems Dinh Phung, Dat Tran, Wanli Ma, Phuoc Nguyen and Tien Pham Special Session: FrN2-3 Data-Driven Adaptive Dynamic Programming, Chair: Derong Liu and Haibo He, Room: 305B ............................................................................................................................................... 241 10:30AM Online Learning Control Based on Projected Gradient Temporal Difference and Advanced Heuristic Dynamic Programming Jian Fu, Haibo He, Aihong Tang and Sujuan Wei 10:50AM A Kalman Filter-Based Actor-Critic Learning Approach Bin Wang and Dongbin Zhao 11:10AM Self-Learning PD Algorithms Based on Approximate Dynamic Programming for Robot Motion Planning Huiyuan Yang, Qi Guo, Xin Xu and Chuanqiang Lian 11:30AM Near Optimal Event-Based Control of Nonlinear Discrete Time Systems in Affine Form with Measured Input Output Data Avimanyu Sahoo, Hao Xu and Sarangapani Jagannathan 11:50AM Event-Triggered Reinforcement Learning Approach for Unknown Nonlinear Continuous-Time System Xiangnan Zhong, Zhen Ni, Haibo He, Xin Xu and Dongbin Zhao 12:10PM Longitudinal Control of Hypersonic Vehicles Based on Direct Heuristic Dynamic Programming Using ANFIS Xiong Luo, Yi Chen, Jennie Si and Feng Liu FrN2-4 Data Mining and Knowledge Discovery, Chair: Paulo Adeodato and Alessandro Sperduti, Room: 305C ............................................................................................................................................... 242 10:30AM A Study on Asynchronous System in P300 Speller Based on User's Intention of Input Kohei Kawai, Tomohiro Yoshikawa and Takeshi Furuhashi 10:50AM Insights on Prediction of Patients' Response to Anti-HIV Therapies through Machine Learning Rogerio Rosa, Rafael Santos, Adamo Brito and Katia Guimaraes 11:10AM Recognizing Cross-Lingual Textual Entailment with Co-Training Using Similarity and Difference Views Jiang Zhao and Man Lan 11:30AM A Novel Algorithm for Mining Behavioral Patterns from Wireless Sensor Networks Md Mamunur Rashid, Iqbal Gondal and Joarder Kamruzzaman
  • 30. 98 11:50AM Continuous Variables Segmentation and Reordering for Optimal Performance on Binary Classification Tasks Paulo Adeodato, Domingos S. P. Salazar, Lucas S. Gallindo and Abner G. Sa 12:10PM Hybrid Classification with Partial Models Bo Tang, Quan Ding, Haibo He and Steve Kay FrN2-5 Large Scale, Associative and Self-Organizing Networks , Chair: Jinde Cao, Room: 305D .............. 243 10:30AM A Decomposition Method for Large-Scale Sparse Coding in Representation Learning Yifeng Li, Richard Caron and Alioune Ngom 10:50AM The Stability and Bifurcation Analysis in High Dimensional Neural Networks with Discrete and Distributed Delays Wenying Xu, Jinde Cao and Min Xiao 11:10AM Restricted Boltzmann Machine Associative Memory Koki Nagatani and Masafumi Hagiwara 11:30AM Two-Factor User Authentication with the CogRAM Weightless Neural Net Weng Kin Lai, Beng Ghee Tan, Ming Siong Soo and Imran Khan 11:50AM The Learning of Neuro-Fuzzy Approximator with Fuzzy Rough Sets in Case of Missing Features Robert Nowicki, Bartosz Nowak, Janusz Starczewski and Krzysztof Cpalka 12:10PM A Dynamic Forecasting Method for Small Scale Residential Electrical Demand Andrei Marinescu, Ivana Dusparic, Colin Harris, Vinny Cahill and Siobhan Clarke FrN2-6 Self-Organizing Maps, Chair: Thomas Vacek, Room: 305E ........................................................... 244 10:30AM A Spiking-Based Mechanism for Self-Organizing RBF Neural Networks Honggui Han, Lidan Wang, Junfei Qiao and Gang Feng 10:50AM Support Vector Machine with SOM-Based Quasi-Linear Kernel for Nonlinear Classification Yuling Lin, Yong Fu and Jinglu Hu 11:10AM The Generative Adaptive Subspace Self-Organizing Map Thusitha Chandrapala and Bertram Shi 11:30AM Clustering of the Self-Organizing Map Using Particle Swarm Optimization and Validity Indices Leonardo Enzo Brito da Silva and Jose Alfredo Ferreira Costa Friday, July 11, 1:30PM-3:30PM ............................................................................... 245 Special Session: FrN3-1 Intelligent Adaptive Fault Tolerant Control and Optimization, Chair: Huaguang Zhang and Haibo He, Room: 308 ............................................................................................................... 245 1:30PM Model-Free Adaptive Dynamic Programming for Online Optimal Solution of the Unknown Nonlinear Zero-Sum Differential Game Chunbin Qin, Huaguang Zhang and Yanhong Luo 1:50PM Direct Adaptive Control of a Four-Rotor Helicopter Using Disturbance Observer Fuyang Chen, Bin Jiang and Feifei Lu 2:10PM Discrete-Time Polynomial Fuzzy Observer Designs via a Sum of Squares Approach Yingying Wang, Huaguang Zhang, Jianyu Zhang and Yingchun Wang 2:30PM Adaptive Fault-Tolerant Control for a Class of Uncertain Nonlinear MISO Discrete-Time Systems in Triangular Forms with Actuator Failures Lei Liu and Zhanshan Wang 2:50PM Decoupling Control for Five-Phase Fault-Tolerant Permanent-Magnet Motor by Using SVM Inverse System Method Guohai Liu, Li Qu, Hao Zhang and Yan Jiang 3:10PM Fault Diagnosis of Five-Phase Fault-Tolerant Permanent-Magnet Motor Based on Principal Component Neural Network Guohai Liu and Lu Zhou
  • 31. 99 Special Session: FrN3-2 Cognitive Computing and Neuro-Cognitive Robots, Chair: Huajin Tang and Gang Pan, Room: 305A ....................................................................................................................................... 246 1:30PM Bio-Inspired Categorization Using Event-Driven Feature Extraction and Spike-Based Learning Bo Zhao, Shoushun Chen and Huajin Tang 1:50PM A New Learning Rule for Classification of Spatiotemporal Spike Patterns Qiang Yu, Huajin Tang and Kay Chen Tan 2:10PM Spatial Filter Adaptation Based on Geodesic-Distance for Motor EEG Classification Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang and Sim Heng Ong 2:30PM Decoding Motor Cortical Activities of Monkey: A Dataset Luoqing Zhou, Yu Qi, Yueming Wang, Gang Pan, Yiwen Wang, Xiaoxiang Zheng and Zhaohui Wu 2:50PM Programming a VG-RAM Based Neural Network Computer Alberto F. De Souza, Avelino Forechi, Filipe W. Mutz, Mariella Berger, Thiago Oliveira-Santos and Claudine Badue 3:10PM High-Fidelity Compression of Electroneurographic Signals from Motor Cortex Rachel Zhang, Gang Pan, Yueming Wang and Zhenfang Hu 3:30PM Cognitive Memory Systems in Consciousness and Memory Model Zhongzhi Shi, Xiaofeng Wang and Xi Yang FrN3-3 Unsupervised Learning and Clustering, Chair: Alessandro Ghio, Room: 305B .............................. 247 1:30PM Controlling Orthogonality Constraints for Better NMF Clustering Ievgen Redko and Younes Bennani 1:50PM Random Subspaces NMF for Unsupervised Transfer Learning Ievgen Redko and Younes Bennani 2:10PM User-Generated-Video Summarization Using Sparse Modelling Yulong Liu, Huaping Liu, Yunhui Liu and Fuchun Sun 2:30PM Smartphone Battery Saving by Bit-Based Hypothesis Spaces and Local Rademacher Complexities Davide Anguita, Alessandro Ghio, Luca Oneto and Sandro Ridella 2:50PM SVD Truncation Schemes for Fixed-Size Kernel Models Ricardo Castro, Siamak Mehrkanoon, Anna Marconato, Johan Schoukens and Johan Suykens FrN3-4 Cognition, Bio-Inspired and Biomorphic Systems, Chair: Ali Minai, Room: 305C ......................... 248 1:30PM The Stapedius Reflex: Processing Its Neuronal Activity with a Small Embedded System Ralf Warmuth and Ralf Salomon 1:50PM Dynamic Modeling of an Ostraciiform Robotic Fish Based on Angle of Attack Theory Wei Wang, Guangming Xie and Hong Shi 2:10PM Detection of Signaling Pathways in Human Brain during Arousal of Specific Emotion Reshma Kar, Amit Konar, Aruna Chakraborty and Atulya Nagar 2:30PM Chunks of Thought: Finding Salient Semantic Structures in Texts Mei Mei, Aashay Vanarase and Ali Minai 2:50PM Bio-Inspired Probabilistic Model for Crowd Emotion Detection Mirza Waqar Baig, Emilia Barakova and Matthias Rauterberg 3:10PM A Self-Organized Artificial Neural Network Architecture that Generates the McGurk Effect Lennart Gustafsson, Tamas Jantvik and Andrew Paplinski FrN3-5 Machine Learning and Applications I, Chair: Bijaya Ketan Panigrahi, Room: 305D ..................... 249 1:30PM Exponential Synchronization for a Class of Networked Linear Parabolic PDE Systems via Boundary Control Jun-Wei Wang, Cheng-Dong Yang and Chang-Yin Sun 1:50PM Combining Technical Trading Rules Using Parallel Particle Swarm Optimization Based on Hadoop Fei Wang, Philip Yu and David Cheung
  • 32. 100 2:10PM Prediction Interval Estimation for Electricity Price and Demand Using Support Vector Machines Nitin Anand Shrivastava, Abbas Khosravi and Bijaya Ketan Panigrahi 2:30PM Enhancing MOPSO through the Guidance of ANNs Timothy Rawlins, Andrew Lewis, Jan Hettenhausen and Timoleon Kipouros 2:50PM Training High-Dimensional Neural Networks with Cooperative Particle Swarm Optimiser Anna Rakitianskaia and Andries Engelbrecht 3:10PM Improved Modeling of Pneumatic Muscle Actuator Using Recurrent Neural Network Alexander Hosovsky, Jana Mizakova and Jan Pitel FrN3-6 Brain-Machine Interfaces, Chair: Li-Wei Ko, Room: 305E ............................................................ 250 1:30PM Explorer Based on Brain Computer Interface Lijuan Bai, Tianyou Yu and Yuanqing Li 1:50PM Multi-Factor EEG-Based User Authentication Tien Pham, Wanli Ma, Dat Tran and Phuoc Nguyen 2:10PM Recognizing Slow Eye Movement for Driver Fatigue Detection with Machine Learning Approach Yingying Jiao, Bao-Liang Lu, Xiaoping Chen, Shanguang Chen and Chunhui Wang 2:30PM Neural Signal Analysis by Landmark-Based Spectral Clustering with Estimated Number of Clusters Thanh Nguyen, Abbas Khosravi, Douglas Creighton and Saeid Nahavandi 2:50PM Calibration-Less Detection of Steady-State Visual Evoked Potentials - Comparisons and Combinations of Methods Hubert Cecotti and Damien Coyle Friday, July 11, 4:00PM-6:00PM ............................................................................... 251 Special Session: FrN4-1 Computational Intelligence in Cyber Security, Chair: Frank Jiang and Longbing Cao, Room: 308 .......................................................................................................................................... 251 4:00PM Cognitive Neural Network for Cybersecurity Leonid Perlovsky and Olexander Shevchenko 4:20PM Large Scale Recurrent Neural Network on GPU Boxun Li, Erjin Zhou, Bo Huang, Jiayi Duan, Yu Wang, Ningyi Xu, JIaxing Zhang and Huazhong Yang 4:40PM A Connectionist Approach to Airliner Safety Marvin Oliver Schneider and Joao Luis Garcia Rosa 5:00PM Attribute Weighting: How and When Does it Work for Bayesian Network Classification Jia Wu, Zhihua Cai, Shirui Pan, Xingquan Zhu and Chengqi Zhang 5:20PM Extension of Similarity Measures in VSM: from Orthogonal Coordinate System to Affine Coordinate System Junyu Xuan, Jie Lu, Guangquan Zhang and Xiangfeng Luo Special Session: FrN4-2 Computational Intelligence in Brain Computer Interface, Chair: Li-Wei Ko and Chin-Teng Lin, Room: 305A ...................................................................................................................... 252 4:00PM Medical Diagnosis Applications Using a Novel Interactively Recurrent Self-Evolving Fuzzy CMAC Model Jyun-Guo Wang, Shen-Chuan Tai and Cheng-Jian Lin 4:20PM A Novel Classification Method for Motor Imagery Based on Brain-Computer Interface Chih-Yu Chen, Chun-Wei Wu, Chin-Teng Lin and Shi-An Chen 4:40PM Motor Imagery Classification for Brain-Computer Interfaces through a Chaotic Neural Network Denis Renato de Moraes Piazentin and Joao Luis Rosa 5:00PM EEG-Based Driving Fatigue Prediction System Using Functional-Link-Based Fuzzy Neural Network Yu-Ting Liu, Yang-Yin Lin, Shang-Lin Wu, Chun-Hsiang Chuang and Chin-Teng Lin
  • 33. 101 5:20PM Developing a Few-Channel Hybrid BCI System by Using Motor Imagery with SSVEP Assist Li-Wei Ko, Shih-Chuan Lin and Meng-Shue Song 5:40PM A Novel BCI-SSVEP Based Approach for Control of Walking in Virtual Environment Using a Convolutional Neural Network Giacomo Tattoli, Domenico Buongiorno, Claudio Loconsole, Daniele Leonardis, Michele Barsotti, Vitoantonio Bevilacqua, Antonio Frisoli and Massimo Bergamasco FrN4-3 Support Vector Machines and Kernel Methods, Chair: Alessandro Sperduti, Room: 305B ............ 253 4:00PM Kernel-Based Semi-Supervised Learning for Novelty Detection Van Nguyen, Trung Le, Pham Thien, Mi Dinh and Hoang Thai Le 4:20PM Robust Support Vector Machine Trung Le, Dat Tran, Wanli Ma, Thien Pham, Phuong Duong and Minh Nguyen 4:40PM Integrating Bi-Directional Contexts in a Generative Kernel for Trees Davide Bacciu, Alessio Micheli and Alessandro Sperduti 5:00PM Large Scale Semi-Supervised Learning Using KSC Based Model Siamak Mehrkanoon and Johan Suykens 5:20PM A Practical SIM Learning Formulation with Margin Capacity Control Thomas Vacek 5:40PM Quantized Mixture Kernel Least Mean Square Rosha Pokharel, Sohan Seth and Jose Principe FrN4-4 Feature Extraction and Classification Systems, Chair: Emil Eirola, Room: 305C ........................... 254 4:00PM Multi-View Uncorrelated Linear Discriminant Analysis with Applications to Handwritten Digit Recognition Mo Yang and Shiliang Sun 4:20PM Differentially Private Feature Selection Jun Yang and Yun Li 4:40PM A Binary Feature Selection Framework in Kernel Spaces Chengzhang Zhu, Xinwang Liu, Sihang Zhou, Qiang Liu and Jianping Yin 5:00PM A Flexible and Efficient Algorithm for Regularized Marginal Fisher Analysis Jinrong He, Lixin Ding, Lei Jiang and Li Huang 5:20PM Estimation of Individual Prediction Reliability Using Error Analysis Applied to Short-Term Load Forecasting Problem Elia Matsumoto and Emilio Del-Moral-Hernandez 5:40PM The Delta Test: The 1-NN Estimator as a Feature Selection Criterion Emil Eirola, Amaury Lendasse, Francesco Corona and Michel Verleysen FrN4-5 Machine Learning and Applications II, Chair: Giacomo Boracchi, Room: 305D ............................ 255 4:00PM Improved Biogeography-Based Optimization Approach to Secondary Protein Prediction Ruisong Fan, Haibin Duan and Guangming Xie 4:20PM Integrating Self-Organizing Neural Network and Motivated Learning for Coordinated Multi-Agent Reinforcement Learning in Multi-Stage Stochastic Game Teck-Hou Teng, Ah-Hwee Tan, Janusz Starzyk, Yuan-Sin Tan and Loo-Nin Teow 4:40PM Extracting Temporal Knowledge from Time Series: A Case Study in Ecological Data Reggio Hartono, Russel Pears, Nikola Kasabov and Susan Worner 5:00PM Planning-Driven Behavior Selection Network for Controlling a Humanoid Robot Yu-Jung Chae and Sung-Bae Cho 5:20PM Sliding Window-Based Analysis of Multiple Foreign Exchange Trading Systems by Using Soft Computing Techniques Rodrigo Brito and Adriano Oliveira
  • 34. 102 5:40PM Learning in Dynamic Decision Making: The Usability Process Liana Stanca, Ramona Lacurezeanu and Cristina Felea FrN4-6 Neuromorphic Hardware, Chair: Eros Pasero, Room: 305E .......................................................... 256 4:00PM Majority Neuron Circuit Having Large Fan-in with Non-Volatile Synaptic Weight Akima Hisanao, Katayama Yasuhiro, Nakajima Koji, Sakuraba Masao and Sato Shigeo 4:20PM Accelerating Pattern Matching in Neuromorphic Text Recognition System Using Intel Xeon Phi Coprocessor Khadeer Ahmed, Qinru Qiu, Parth Malani and Mangesh Tamhankar 4:40PM Optimising the Overall Power Usage on the SpiNNaker Neuromimetic Platform Evangelos Stromatias, Cameron Patterson and Steve Furber 5:00PM Efficient Implementation of STDP Rules on SpiNNaker Neuromorphic Hardware Peter U. Diehl and Matthew Cook 5:20PM Robust Doublet STDP in a Floating-Gate Synapse Roshan Gopalakrishnan and Arindam Basu 5:40PM Clustering and Synchronous Firing of Coupled Rulkov Maps with STDP for Modeling Epilepsy Naohiro Shibuya, Charles Unsworth, Yoko Uwate and Yoshifumi Nishio
  • 35. 103 DETAILED PROGRAM (FUZZ-IEEE 2014) ................................................................ 259 Monday, July 7, 1:30PM-3:30PM .............................................................................. 259 Special Session: MoF1-1 Fuzzy Decision-Making: Consensus and Missing Preferences I, Chair: Francisco Chiclana and Enrique Herrera-Viedma, Room: 201A ................................................................................ 259 1:30PM Two Consensus Models Based on the Minimum Cost and the Maximum Return Zaiwu Gong, Huanhuan Zhang, Chonglan Guo, Xiaoxia Xu and Chao Xu 1:50PM A New Approach for Delphi Processes Based on Group Consensus with Linguistic Terms Nuria Agell, Christ Jan Ganzewinkel, Monica Sanchez, Llorenc Rosello, Francesc Prats and Peter Andriessen 2:10PM A Hybrid Weighted Aggregation Method Based on Consistency and Consensus in Group Decision Making Feng Zhang, Joshua Ignatius, Chee Peng Lim and Yong Zhang 2:30PM Multiperson Decision Making with Different Preference Representation Structures: A Selection Process Based on Prospect Theory Yucheng Dong, Nan Luo and Hengjie Zhang 2:50PM Can Indices of Ecological Evenness Be Used to Measure Consensus? Gleb Beliakov, Simon James and Dale Nimmo 3:10PM Multiplicative Consistency for Interval Additive Reciprocal Preference Relations Jian Wu and Francisco Chiclana Special Session: MoF1-2 Lattice Computing, Chair: Vassilis Kaburlasos, Room: 201B .............................. 260 1:30PM Lattice Computing (LC) Meta-Representation for Pattern Classification George Papakostas and Vassilis Kaburlasos 1:50PM Two Lattice Metrics Dendritic Computing for Pattern Recognition Gerhard X. Ritter, Gonzalo Urcid and Juan-Carlos Valdiviezo-N 2:10PM An Introduction to the Max-Plus Projection Autoassociative Morphological Memory and Some of Its Variations Marcos Eduardo Valle 2:30PM FCknn: A Granular knn Classifier Based on Formal Concepts Vassilis Kaburlasos, Vassilis Tsoukalas and Lefteris Moussiades 2:50PM One Side Lattice Memory Reduced Ordering Function Allows Discrimination in Resting State fMRI Manuel Grana and Darya Chyzhyk 3:10PM Lattice-Valued Fuzzy Residual Finite Automata Fugang Zhang and Yongming Li MoF1-3 Fuzzy Control & Intelligent Systems I, Chair: Hamid Berenji and Zhijun Li, Room: 201C ........... 260 1:30PM Weighted Fuzzy Fault Tolerant Model Predictive Control Manikandan Pandiyan, Geetha Mani and Jovitha Jerome 1:50PM Delay-Dependent Local Stabilization of Nonlinear Discrete-Time System Using T-S Models through Convex Optimization Luis Silva, Valter Leite, Eugenio Castelan and Feng Gang 2:10PM SNAC Based Near-Optimal Controller for Robotic Manipulator with Unknown Dynamics Samrat Dutta and Laxmidhar Behera 2:30PM Robust Adaptive Type-2 Fuzzy Logic Controller Design for a Flexible Air-Breathing Hypersonic Vehicle Fang Yang, Jianqiang Yi, Xiangmin Tan and Ruyi Yuan
  • 36. 104 2:50PM Attitude Tracking Control for Hypersonic Vehicles Based on Type-2 Fuzzy Dynamic Characteristic Modeling Method Xiong Luo, Feng Liu and Fuchun Sun 3:10PM Sliding Mode Control of Fuzzy Descriptor Systems with Time Delay Mourad Kchaou and Ahmed El Hajjaji MoF1-4 Fuzzy Logic and Fuzzy Set Theory I, Chair: Vladik Kreinovich and Yongming Li, Room: 201D .. 262 1:30PM Cauchy-Like Functional Equation Based on a Class of Uninorms Feng Qin 1:50PM Data Driven Fuzzy Membership Function Generation for Increased Understandability Dumidu Wijayasekara and Milos Manic 2:10PM A Fuzzy Directional Distance Measure Josie McCulloch, Chris Hinde, Christian Wagner and Uwe Aickelin 2:30PM Hierarchy of Lattice-Valued Fuzzy Automata and Decidability of Their Languages Qianqian Xue, Lei Li and Yongming Li 2:50PM Analysing Fuzzy Sets through Combining Measures of Similarity and Distance Josie McCulloch, Christian Wagner and Uwe Aickelin 3:10PM Aggregating Fuzzy Implications Based on OWA-Operators Ibero Benitez, Rosana Zanotelli, Renata Reiser, Simone Costa, Luciana Foss and Adenauer Yamin Monday, July 7, 3:30PM-6:00PM .............................................................................. 262 Poster Session: PF1 Fuzzy Clustering and Classification, Chair: Laszlo Szilagyi and Feng Wan, Room: Posters Area (Level 2) ..................................................................................................................... 262 P101 The SAR Image Segmentation Superpixel-Based with Optimized Spatial Information Xiaolin Tian, Licheng Jiao, Yi Long and Xiaohua Zhang P102 Knowledge-Leverage Based TSK Fuzzy System with Improved Knowledge Transfer Zhaohong Deng, Yizhang Jiang, Longbing Cao and Shitong Wang P103 Multiple-Kernel Based Soft Subspace Fuzzy Clustering Jun Wang, Zhaohong Deng, Yizhang Jiang, Pengjiang Qian and Shitong Wang P104 Fast Color Reduction Using Approximative C-Means Clustering Models Laszlo Szilagyi, Gellert Denesi and Sandor Miklos Szilagyi P105 A Fuzzy Clustering Algorithm with Robust Spatially Constraint for Brain MR Image Segmentation Zexuan Ji, Guo Cao and Quansen Sun P106 Fuzzy C-Means Clustering with Weighted Energy Function in MRF for Image Segmentation Chi Wang, Jia Liu, Maoguo Gong, Licheng Jiao and Jing Liu P107 Fuzzy Clustering Using Local and Global Region Information for Cell Image Segmentation Amin Gharipour and Alan Wee-Chung Liew P108 A Method of Remote Sensing Image Auto Classification Based on Interval Type-2 Fuzzy C-Means Xianchuan Yu, Wei Zhou and Hui He P109 Color Image Segmentation Based on Decision-Theoretic Rough Set Model and Fuzzy C-Means Algorithm Min Guo and Lin Shang P110 Fuzzy Clustering Algorithm with H-Operator Applied to Problems with Interval-based Data Liliane Silva, Ronildo Moura, Anne Canuto, Regivan Santiago and Benjamin Bedregal P111 A Novel Fuzzy Non-Homogeneity Measure Based Kernelized Image Segmentation for Noisy Images Satrajit Mukherjee, Bodhisattwa Prasad Majumder, Aritran Piplai and Swagatam Das P112 A Novel Feature Measure for Fuzzy Clustering Algorithm on Microarray Data Tian Yu and JinMao Wei
  • 37. 105 P113 Data-Based Fuzzy Rules Extraction Method for Classification Xinyu Qiao, Zhenying Li, Wei Lu and Xiaodong Liu P114 A Modified Fuzzy Co-Clustering (MFCC) Approach for Microarray Data Analysis Sheng-Yao Huang, Hsing-Jen Sun, Chuen-Der Huang, I-Fang Chung and Chun-Hung Su Monday, July 7, 4:00PM-6:00PM .............................................................................. 265 Special Session: MoF2-1 Fuzzy Decision-Making: Consensus and Missing Preferences II, Chair: Jian Wu and Enrique Herrera-Viedma, Room: 201A ...................................................................................................... 265 4:00PM Consistency Based Estimation of Fuzzy Linguistic Preferences. The Case of Reciprocal Intuitionistic Fuzzy Preference Relations Francisco Chiclana, Jian Wu and Enrique Herrera-Viedma 4:20PM A Revised Procedure to Estimate Missing Values in Incomplete Fuzzy Preference Relations Yejun Xu, Feng Ma and Huimin Wang 4:40PM A Method for Estimating Criteria Weights from Interval-Valued Intuitionistic Fuzzy Preference Relation Weize Wang, Xinwang Liu and Jindong Qin 5:00PM A New Fuzzy Ranking Method Using Fuzzy Preference Relations Kok Chin Chai, Kai Meng Tay and Chee Peng Lim 5:20PM Averaging Aggregation Functions for Preferences Expressed as Pythagorean Membership Grades and Fuzzy Orthopairs Gleb Beliakov and Simon James 5:40PM Interval Type-2 Relational Analysis and Its Application to Multiple Attribute Decision Making Jindong Qin and Xinwang Liu Special Session: MoF2-2 Fuzzy Systems on Renewable Energy, Chair: Faa-Jeng Lin and Francesco Grimaccia, Room: 201B ............................................................................................................................. 266 4:00PM Intelligent Controlled Three-Phase Squirrel-Cage Induction Generator System Using Hybrid Wavelet Fuzzy Neural Network Faa-Jeng Lin and Jin-Kuan Chang 4:20PM Adaptive Unscented Kalman Filter with a Fuzzy Supervisor for Electrified Drive Train Tractors Pavel Osinenko, Mike Geissler and Thomas Herlitzius 4:40PM Improving LVRT Characteristics in Variable-Speed Wind Power Generation by Means of Fuzzy Logic Minh Quan Duong, Francesco Grimaccia, Sonia Leva, Marco Mussetta and Riccardo E. Zich 5:00PM A Heuristic Fuzzy Algorithm Bio-Inspired by Evolution Strategies for Energy Forecasting Problems Vitor N. Coelho, Frederico G. Guimaraes, Agnaldo J. R. Reis, Igor M. Coelho, Bruno N. Coelho and Marcone J. F. Souza 5:20PM Optimal Fuzzy Logic Based Coordination Controller for Improved Transient Stability of a Smart Grid Ganesh Kumar Venayagamoorthy and Priyam Chakravarty 5:40PM Design and Implementation of Power Electronic Load Used to Test Tidal Current Energy Generator Sets Shenghui Wang, Ming Li, Zhen Chen, Guanghong Chang, Jianguo Wang and Shiqi An MoF2-3 Evolving & Adaptive Fuzzy Systems, Chair: Plamen Angelov and Pablo Estevez, Room: 201C ..... 267 4:00PM Adaptive T-S Fuzzy Sliding Mode Control of MEMS Gyroscope Yunmei Fang, Shitao Wang and Juntao Fei 4:20PM Fuzzy Adaptive Decentralized Control for Switched Nonlinear Large-Scale Systems Based on Backstepping Technique Yongming Li, Shaocheng Tong and Tieshan Li
  • 38. 106 4:40PM A Novel Meta-Cognitive-based Scaffolding Classifier to Sequential Non-stationary Classification Problems Mahardhika Pratama, Meng Joo Er, Sreenatha Anavatti, Edwin Lughofer, Ning Wang and Imam Arifin 5:00PM Adaptive Robust Tracking Control of Surface Vessels Using Dynamic Constructive Fuzzy Neural Networks Ning Wang, Bijun Dai, Yancheng Liu and Min Han 5:20PM Dynamically Evolving Fuzzy Classifier for Real-Time Classification of Data Streams Rashmi Dutta Baruah, Plamen Angelov and Diganta Baruah 5:40PM Globally Fuzzy Model Based Adaptive Variable Structure Control for a Class of Nonlinear Time-Varying Systems Chih-Lyang Hwang 6:00PM Optimized Fuzzy Association Rule Mining for Quantitative Data Hui Zheng, Jing He, Guangyan Huang and Yanchun Zhang MoF2-4 Fuzzy Logic and Fuzzy Set Theory II, Chair: Janos Grantner and Jian Wu, Room: 201D ............ 268 4:00PM On the Alpha-Universal Multiple I Restriction Method for General Fuzzy Reasoning Yiming Tang and Xiaomei Li 4:20PM The Properties and Information Measures for Information Sets Manish Agarwal, Madasu Hanmandlu and Kanad Biswas 4:40PM FTFBE: A Numerical Approximation for Fuzzy Time-Fractional Bloch Equation Ali Ahmadian, Chee Seng Chan, Soheil Salahshour and Vembarasan Vaitheeswaran 5:00PM A Fuzzy Logic Based Bargaining Model in Discrete Domains: Axiom, Elicitation and Property Jieyu Zhan, Xudong Luo, Cong Feng and Wenjun Ma 5:20PM From Data to Granular Data and Granular Classifiers Rami Al-Hmouz, Pedrycz Witold, Belamash Abdulla and Morfeq Ali 5:40PM Positive Definite Kernel Functions on Fuzzy Sets Jorge Guevara Diaz, Roberto Hirata Jr and Stephane Canu Tuesday, July 8, 1:30PM-3:30PM ............................................................................. 269 Special Session: TuF1-1 Computing with Words in Decision Making, Chair: Francisco Herrera and Luis Martinez, Room: 201A ............................................................................................................................... 269 1:30PM A Distance Based Ranking Methods for Type-1 Fuzzy Numbers and Interval Type-2 Fuzzy Numbers Xiuzhi Sang, Xinwang Liu and Mei Cai 1:50PM Connecting the Numerical Scale Model to the Unbalanced Linguistic Term Sets Yucheng Dong, CongCong Li and Herrera Francisco 2:10PM New Linguistic Aggregation Operators for Decision Making Manish Agarwal, Madasu Hanmandlu and Kanad Biswas 2:30PM A Consensus and Maximizing Deviation Based Approach for Multi-Criteria Group Decision Making under Linguistic Setting Zhibin Wu and Yunfei Fang 2:50PM An Approach Based on Computing with Words to Manage Experts Behavior in Consensus Reaching Processes with Large Groups Ivan Palomares, Francisco J. Quesada and Luis Martinez 3:10PM An Approach of Decision Making with Linguistic Weight Li Zou, Yunxia Zhang, Zhiyan Chang and Yong Zhang
  • 39. 107 Special Session: TuF1-2 Time Series: Advanced Methods of Analysis and Forecast, Chair: Irina Perfilieva and Jin Hee Yoon, Room: 201B .................................................................................................................. 270 1:30PM A Proposal for the Hierarchical Segmentation of Time Series: Application to Trend-Based Linguistic Description Rita Castillo-Ortega, Nicolas Marin, Carmen Martinez-Cruz and Daniel Sanchez 1:50PM Non-linear Variable Structure Regression (VSR) and Its Application in Time-Series Forecasting Mohammad Korjani and Jerry Mendel 2:10PM Fuzzy Rule-Based Ensemble for Time Series Prediction: The Application of Linguistic Associations Mining Martin Stepnicka, Lenka Stepnickova and Michal Burda 2:30PM Forecasting Using F-Transform Based on Bootstrap Technique Woo Joo Lee, Hye Young Jung, Jin Hee Yoon and Seung Hoe Choi 2:50PM Time Series Grouping on the Basis of $F^1$-Transform Anton Romanov, Irina Perfilieva and Nadezhda Yarushkina 3:10PM Trust Prediction Using Z-Numbers and Artificial Neural Networks Ali Azadeh, Reza Kokabi, Morteza Saberi, Farookh Khadeer Hussain and Omar Khadeer Hussain Special Session: TuF1-3 Fuzzy Computer Vision and Biometrics, Chair: Chee Seng Chan, Room: 201C .... 271 1:30PM Moving Vehicle Detection Based on Fuzzy Background Subtraction Xiaofeng Lu, Takashi Izumi, Tomoaki Takahashi and Lei Wang 1:50PM Interpolation Techniques versus F-Transform in Application to Image Reconstruction Pavel Vlasanek and Irina Perfilieva 2:10PM Building a Framework for Recognition of Activities of Daily Living from Depth Images Using Fuzzy Logic Tanvi Banerjee, James Keller and Marjorie Skubic 2:30PM A Fuzzy Approach for Texture Contrast Modelling Jesus Chamorro-Martinez, Pedro Martinez-Jimenez, Jose Manuel Soto-Hidalgo and Daniel Sanchez 2:50PM A Preliminary Study on Fingerprint Classification Using Fuzzy Rule-Based Classification Systems Mikel Galar, Sanz Jose, Pagola Miguel, Humberto Bustince and Francisco Herrera 3:10PM Fuzzy Logic Based Sclera Recognition Abhijit Das, Umapada Pal, Miguel Ferrer Ballaster and Michel Blumenstein TuF1-4 Approximate Reasoning and Theory, Chair: Piero Bonissone and Jianqiang Yi, Room: 201D ....... 272 1:30PM Reasoning with Words: A First Approximation Clemente Rubio-Manzano and Pascual Julian-Iranzo 1:50PM Fuzzy Qualitative Simulation with Multivariate Constraints Wei Pang and George Coghill 2:10PM L-Fuzzy Inference Jonathan Garibaldi and Christian Wagner 2:30PM Uncertain Interval Algebra via Fuzzy/Probabilistic Modeling Keyvan Sadgehi and Ben Goertzel 2:50PM New Links between Mathematical Morphology and Fuzzy Property-Oriented Concept Lattices Juan Carlos Diaz, Nicolas Madrid, Jesus Medina and Manuel Ojeda-Aciego 3:10PM Discrete Fuzzy Transform of Higher Degree Michal Holcapek and Tomas Tichy
  • 40. 108 Special Session: TuF1-5 Advances to Type-2 Fuzzy Logic Control, Chair: Hao Ying and Tufan Kumbasar, Room: 303 .................................................................................................................................................. 273 1:30PM A Method for Deriving the Analytical Structure of the TS Fuzzy Controllers with Two Linear Interval Type-2 Fuzzy Sets for Each Input Variable Haibo Zhou and Hao Ying 1:50PM Boundary Function Based Karnik- Mendel Type Reduction Method for Interval Type-2 Fuzzy PID Controllers Mehmet Furkan Dodurka, Tufan Kumbasar, Ahmet Sakalli and Engin Yesil 2:10PM The Simplest Interval Type-2 Fuzzy PID Controller: Structural Analysis Ahmet Sakalli, Tufan Kumbasar, Mehmet Furkan Dodurka and Engin Yesil 2:30PM Robust Stability Analysis of PD Type Single Input Interval Type-2 Fuzzy Control Systems Tufan Kumbasar 2:50PM Hardware Implementation of a Novel Inference Engine for Interval Type-2 Fuzzy Control on FPGA Matthew Schrieber and Mohammad Biglarbegian 3:10PM Uncertain Nonlinear Time Delay Systems Fast and Large Disturbance Rejection Based on Adaptive Interval Type-2 Fuzzy PI Control Tsung-Chih Lin and Chien-Liang Chen Tuesday, July 8, 3:30PM-6:00PM ............................................................................. 274 Poster Session: PF2 Fuzzy Modeling, Control, & Applications I, Chair: Tsuyoshi Nakamura and Gwo-Ruey Yu, Room: Posters Area (Level 2) .............................................................................................................. 274 P301 The Auto-Revising Method for Fuzzy Rule-Base Feng Li, Zhengnan Wang, Mei Wang and Xiaoqiang Liu P302 Hierarchical Fuzzy Sliding-Mode Control for Uncertain Nonlinear Under-Actuated Systems Chiang-Cheng Chiang and Yao-Wei Yeh P303 Variance and Passivity Constrained Fuzzy Control for Continuous Perturbed Fuzzy Systems with Multiplicative Noises Wen-Jer Chang and Bo-Jyun Huang P304 Rapid Face Detection Using an Automatic Distributing Detector Based on Fuzzy Logic Wanjuan Song, Wenyong Dong and Jian Zhang P305 Application of the Fuzzy Gain Scheduling IMC-PID for The Boiler Pressure Control XiaoFeng Li, ShiHe Chen and Ruiyuan Wu P306 Fuzzy Contexts (Type-C) and Fuzzymorphism to Solve Situational Discontinuity Problems Kevin McCarty and Milos Manic P307 Improvement on Fuzzy-Model-Based Stability Criteria of Nonlinear Networked Control Systems Haobin Chen, Bin Tang, Jianan Huang and Yun Zhang P308 Fuzzy Approximation Adaptive Control of Quadruped Robots with Kinematics and Dynamics Uncertainties Zhijun Li, Shengtao Xiao and ShuZhi Sam Ge P309 Fuzzy Proportional-Resonant Control Strategy for Three-Phase Inverters in Islanded Micro-Grid with Nonlinear Loads Hongda Cai, Wei Wei, Yonggang Peng and Huiyong Hu P310 Visual Servo Control of the Hexapod Robot with Obstacle Avoidance Wen-Shyong Yu and Chiau-Wei Huang P311 Improved Observer-Based H-Infinity Control for Fuzzy Interconnected Systems Xinrui Liu, Xinming Hou, Kunya Guo, Zongrang Li and Jinsong Zhang P312 A Novel Adaptive Fuzzy Control for a Class of Discrete-Time Nonlinear Systems in Strict-Feedback Form Xin Wang, Tieshan Li and Lin Bin
  • 41. 109 P313 Design of MPPT by Using Interval Type-2 T-S Fuzzy Controller Gwo-Ruey Yu P314 Robust Fuzzy Digital PID Controller Design Based on Gain and Phase Margins Specifications Ginalber Serra and Danubia Pires P315 Fuzzy Control for Kite-Based Tethered Flying Robot Tohru Ishii, Yasutake Takahashi, Yoichiro Maeda and Takayuki Nakamura Tuesday, July 8, 4:00PM-6:00PM ............................................................................. 276 Special Session: TuF2-1 Computing with Words and Fuzzy Natural Language Processing, Chair: Jerry Mendel, Room: 201A .................................................................................................................................. 276 4:00PM On the Creation of a Fuzzy Dataset for the Evaluation of Fuzzy Semantic Similarity Measures Keeley Crockett, David Chandran and David Mclean 4:20PM A Numerical Two-Scale Model of Multi-Granularity Linguistic Variables and Its Application to Group Decision Making Mei Cai, Xiuzhi Sang and Xinwang Liu 4:40PM Determining Interval Type-2 Fuzzy Set Models for Words Using Data Collected from One Subject: Person FOUs Jerry Mendel and Dongrui Wu 5:00PM Twitter Topic Fuzzy Fingerprints Hugo Rosa, Fernando Batista and Joao Paulo Carvalho 5:20PM On the Use of Hesitant Fuzzy Linguistic Term Set in FLINTSTONES Francisco J. Estrella, Rosa M. Rodriguez, Macarena Espinilla and Luis Martinez 5:40PM Exploring Statistical Attributes Obtained from Fuzzy Agreement Models Simon Miller, Christian Wagner and Jonathan Garibaldi Special Session: TuF2-2 Applications of Type-2 Fuzzy Systems, Chair: Christian Wagner, Room: 201B .... 277 4:00PM A General Type-II Similarity Based Model for Breast Cancer Grading with FTIR Spectral Data Shabbar Naqvi, Simon Miller and Jonathan Garibaldi 4:20PM An Interval Type-2 Fuzzy Logic Based System with User Engagement Feedback for Customized Knowledge Delivery within Intelligent E-Learning Platforms Khalid Almohammadi, Bo Yao and Hani Hagras 4:40PM Fuzzy Perceptron with Pocket Algorithm in Postoperative Patient Data Set Suwannee Phitakwinai, Sansanee Auephanwiriyakul and Nipon Theera-Umpon 5:00PM A Type-2 Fuzzy Logic System for Linguistic Summarization of Video Sequence in Indoor Intelligent Environments Bo Yao, Hani Hagras, Daniyal Alghazzawi and Mohammed J. Alhaddad 5:20PM Designing Practical Interval Type-2 Fuzzy Logic Systems Made Simple Dongrui Wu and Jerry Mendel 5:40PM Real-Time Power Aware Scheduling for Tasks with Type-2 Fuzzy Timing Constraints Rahul Nath, Amit K. Shukla and Pranab Muhuri Special Session: TuF2-3 Computational Intelligence for Human-centred Applications, Chair: Giovanni Acampora, Room: 201C ............................................................................................................................. 278 4:00PM An Optimization Model for FML-Based Decision Support System on Energy Management Mei-Hui Wang, Pi-Jen Hsieh, Chang-Shing Lee, David Lupien St-Pierre and Che-Hung Liu 4:20PM Extending FML with Evolving Capabilities through a Scripting Language Approach Giovanni Acampora, Marek Reformat and Autilia Vitiello 4:40PM A Fuzzy Logic Based Reputation System for E-Markets Giovanni Acampora, Arcangelo Castiglione and Autilia Vitiello
  • 42. 110 5:00PM Activities Recognition and Worker Profiling in the Intelligent Office Environment Using a Fuzzy Finite State Machine Caroline Langensiepen, Ahmad Lotfi and Puteh Saifullizam 5:20PM An Extended Neuro-Fuzzy Approach for Efficiently Predicting Review Ratings in E-Markets Giovanni Acampora, Georgina Cosma and Taha Osman 5:40PM Type-2 Fuzzy Set Construction and Application for Adaptive Student Assessment System Mei-Hui Wang, Chi-Shiang Wang, Chang-Shing Lee, Su-Wei Lin and Pi-Hsia Hung TuF2-4 Fuzzy Control and Intelligent Systems II, Chair: Chin-Teng Lin and Timothy Havens, Room: 201D .................................................................................................................................................................. 279 4:00PM Fuzzy Sliding Surface Control of Wind-Induced Vibration Suresh Thenozhi and Yu Wen 4:20PM Automatic Tuning of PID Controllers in Engine Control Units by Means of Local Model Networks and Evolutionary Optimization Christian Mayr, Nikolaus Euler-Rolle and Stefan Jakubek 4:40PM Stabilization Analysis of Single-Input Polynomial Fuzzy Systems Using Control Lyapunov Functions Radian Furqon, Ying-Jen Chen, Motoyasu Tanaka, Kazuo Tanaka and Hua O. Wang 5:00PM Real Time Fuzzy Controller for Quadrotor Stability Control Pranav Bhatkhande and Timothy Havens 5:20PM Robust Adaptive Fuzzy Control of Uncertain Bilinear Systems with Unknown Dead-Zone Chiang-Cheng Chiang and Chao-Yu Cheng 5:40PM Structure and Parameter Optimization of FNNs Using Multi-objective ACO for Control and Prediction Chia-Feng Juang and Chia-Hung Hsu Industrial Session: TuF2-5 CI on Big Data and Social Networks, Chair: Catherine Huang, Room: 303 ...... 280 4:00PM Exploiting Homophily-Based Implicit Social Network to Improve Recommendation Performance Tong Zhao, Junjie Hu, Pinjia He, Huang Fan, Irwin King and Michael Lyu 4:20PM Anomaly Detection Based on Indicators Aggregation Tsirizo Rabenoro, Jerome Lacaille, Marie Cottrell and Fabrice Rossi 4:40PM Mixture Modeling and Inference for Recognition of Multiple Recurring Unknown Patterns Zeyu You, Raviv Raich and Yonghong Huang 5:00PM Investigating the Quality of a Bibliographic Knowledge Base Using Partitioning Semantics Lea Guizol and Madalina Croitoru 5:20PM A Structure Optimization Algorithm of Neural Networks for Large-Scale Data Sets Jie Yang, Jun Ma, Matthew Berryman and Pascal Perez 5:40PM Model Based Lithium Ion Cell Ageing Data Analysis Christoph Hametner, Wenzel Prochazka, Amra Suljanovic and Stefan Jakubek Wednesday, July 9, 1:30PM-3:30PM ........................................................................ 281 Special Session: WeF1-1 Human Symbiotic Systems I, Chair: Yoichiro Maeda, Room: 201A ..................... 281 1:30PM A Study on Improvement of Serendipity in Item-Based Collaborative Filtering Using Association Rule Hiroaki Ito, Tomohiro Yoshikawa and Takeshi Furuhashi 1:50PM Investigation of the Effects of Nonverbal Information on Werewolf Daisuke Katagami, Shono Takaku, Michimasa Inaba, Hirotaka Osawa, Kosuke Shinoda, Junji Nishino and Fujio Toriumi 2:10PM A Study on Extraction of Minority Groups in Questionnaire Data Based on Spectral Clustering Kazuto Inagaki, Tomohiro Yoshikawa and Takeshi Furuhashi 2:30PM Classification of Writing-Skill Features Using Embodied Expertise Onomatopoeias Hiroki Hojo, Junji Isogai, Tsuyoshi Nakamura, Yutaro Tomoto, Masayoshi Kanoh and Koji Yamada
  • 43. 111 2:50PM A Crossover Operation for Evolutionary Binary Decision Diagrams Kai Sugimoto, Tsuyoshi Nakamura and Masayoshi Kanoh 3:10PM Robot-Human Interaction to Encourage Voluntary Action Hiroyuki Masuta, Yusei Matsuo, Hun-ok Lim and Naoyuki Kubota Special Session: WeF1-2 Methods and Applications of Fuzzy Cognitive Maps, Chair: Engin Yesil and Elpiniki Papageorgiou, Room: 201B ........................................................................................................... 282 1:30PM Modelling Dynamic Causal Relationship in Fuzzy Cognitive Maps Yuan Miao 1:50PM Triangular Fuzzy Number Representation of Relations in Fuzzy Cognitive Maps Engin Yesil, Mehmet Furkan Dodurka and Leon Urbas 2:10PM Analysis of Fuzzy Cognitive Maps with Multi-Step Learning Algorithms in Valuation of Owner-Occupied Homes Katarzyna Poczeta and Alexander Yastrebov 2:30PM Learning Large-Scale Fuzzy Cognitive Maps Using a Hybrid of Memetic Algorithm and Neural Network Yaxiong Chi and Jing Liu 2:50PM ICLA Imperialist Competitive Learning Algorithm for Fuzzy Cognitive Map Sadra Ahmadi, Somayeh Alizadeh, Nafiseh Forouzideh, Chung-Hsing Yeh, Rodney Martin and Elpiniki Papageorgiou 3:10PM Towards a Hybrid Approach of Primitive Cognitive Network Process and Fuzzy Cognitive Map for Box Office Analysis Nicole Yamei Zhou and Kevin Kam Fung Yuen WF1-3 Real World Applications, Chair: Tadanari Taniguchi and Huaguang Zhang, Room: 201C ............ 283 1:30PM Cooperative and Hierarchical Fuzzy MPC for Building Heating Control Barbara Mayer, Michaela Killian and Martin Kozek 1:50PM A Clustering Routing Protocol for Wireless Sensor Networks Based on Type-2 Fuzzy Logic and ACO QiYe Zhang, ZeMing Sun and Feng Zhang 2:10PM An Adaptive Interval Type-2 Fuzzy Logic Framework for Classification of Gait Patterns of Anterior Cruciate Ligament Reconstructed Subjects Owais A Malik, S. M. N. Arosha Senanayake and Danish Zaheer 2:30PM Fuzzy Chest Pain Assessment for Unstable Angina Based on Braunwald Symptomatic and Obesity Clinical Conditions Thiago Orsi, Ernesto Araujo and Ricardo Simoes 2:50PM Fuzzy Breast Cancer Risk Assessment Aniele C. Ribeiro, Deborha P. Silva, and Ernesto Araujo 3:10PM Long Term Prediction for Generation Amount of Converter Gas Based on Steelmaking Production Status Estimation Xiaoyan Tang, Jun Zhao, Chunyang Sheng and Wei Wang WeF1-4 Fuzzy Pattern Recognition & Image Processing, Chair: Dongbin Zhao and Isao Hayashi, Room: 201D ............................................................................................................................................... 284 1:30PM Fuzzy Classification of Orchard Pest Posture Based on Zernike Moments Wenyong Li, Shangfeng Du, Meixiang Chen, Ming Li and Chuanheng Sun 1:50PM Fuzzy Measures of Pixel Cluster Compactness Gleb Beliakov, Gang Li, Quan Vu and Tim Wilkin 2:10PM Image Composition Using F-Transform Marek Vajgl, Petr Hurtik, Irina Perfilieva and Petra Hodakova
  • 44. 112 2:30PM Fusion of Multi-Spectral and Panchromatic Satellite Images Using Principal Component Analysis and Fuzzy Logic Reham Gharbia, Ali Hassan El Baz, Aboul Ella Hassanien, Gerald Schaefer, Tomoharu Nakashima and Ahmad Taher Azar 2:50PM Structural Classification of Proteins through Amino Acid Sequence Using Interval Type-2 Fuzzy Logic System Thanh Nguyen, Abbas Khosravi, Douglas Creighton and Saeid Nahavandi 3:10PM A Hybrid Type-2 Fuzzy Clustering Technique for Input Data Preprocessing of Classification Algorithms Vahid Nouri, Mohammad-R Akbarzadeh-T and Alireza Rowhanimanesh WeI1-1 Intel Special Session on Big Data Analytics, Chair: Catherine Huang, Room: 311A ....................... 285 1:30PM Practice in Analyzing Corporate Textual Data Phil Tian 1:50PM Intel Hadoop and Its Use Cases Keith Qi 2:10PM Big Data Foundation Platform for Video Analytics Albert Hu 2:30PM Cloud based Air Quality Monitoring at Scale Fred Jiang 2:50PM Big Data Foundation Platform for Video Analytics Demo Albert Hu 3:10PM Cloud based Air Quality Monitoring at Scale Demo Fred Jiang Wednesday, July 9, 3:30PM-6:00PM ........................................................................ 286 Poster Session: PF3 Fuzzy Theory & Decision Making, Chair: Christian Mayr and Anca Croitoru, Room: Posters Area (Level 2) ..................................................................................................................... 286 P501 On the Cross-Migrativity of Triangular Subnorms Hangdan Wang and Qin Feng P502 A Fast Geometric Defuzzication Algorithm for Large Scale Information Retrieval Simon Coupland, David Croft and Stephen Brown P503 A Novel Algorithm to Solve the Minimal Hitting Sets in MBD Jianfang Xu, Zhigang Liu and Chenxi Dai P504 Fuzzy Linguistic First Order Logic Based on Refined Hedge Algebra Duc Khanh Tran and Minh Tam Nguyen P505 Bayesian Games with Ambiguous Type Players Youzhi Zhang, Xudong Luo, Wenjun Ma and Ho-fung Leung P506 Clustering Based Outlier Detection in Fuzzy SVM Rahul Kumar Sevakula and Nishchal Kumar Verma P507 Situation-Based Allocation of Medical Supplies in Unconventional Disasters with Fuzzy Triangular Values Junhu Ruan and Yan Shi P508 Novel Hierarchical Fault Diagnosis Approach for Smart Power Grid with Information Fusion of Multi-Data Resources Based on Fuzzy Petri Net Yingnan Wang, Jinfeng Ye, Guojun Xu, Qingmiao Chen, Haiyang Li and Xinrui Liu P509 A New Approach to Improve the Consistency of Linguistic Pair-Wise Comparison Matrix and Derive Interval Weight Vector Hengshan Zhang, Qinghua Zheng, Ting Liu and Yan Nan P510 Collaborative Diagnosis through Fuzzy Petri Net Based Agent Argumentation Xuehong Tao, Yuan Miao, Yanchun Zhang and Zhiqi Shen
  • 45. 113 P511 Estimations, Convergences and Comparisons on Fuzzy Integrals of Sugeno, Choquet and Gould Type Anca Croitoru and Nikos Mastorakis P512 An Approach to Covering-Based Rough Sets through Bipartite Graphs Jingqian Wang and William Zhu P513 A Generalized Equilibrium Value-Based Approach for Solving Fuzzy Programming Problem Chenxia Jin, Yan Shi, Meng Yang and Fachao Li P514 On Three Types of Covering-Based Rough Sets via Definable Sets Yanfang Liu and William Zhu P515 Multi-Agent Evolutionary Design of Beta Fuzzy Systems Yosra Jarraya, Souhir Bouaziz, Adel M. Alimi and Ajith Abraham P516 T-S Fuzzy Affine Linear Modeling Algorithm by Possibilistic C-Regression Models Clustering Algorithm Chung-Chun Kung and Hong-Chi Ku P517 An Under-Sampling Method Based on Fuzzy Logic for Large Imbalanced Dataset Ginny Y. Wong, Frank H. F. Leung and Sai-Ho Ling P518 A Differential Evolution Based Adaptive Neural Type-2Fuzzy Inference System for Classification of Motor Imagery EEG Signals Debabrota Basu, Saugat Bhattacharyya, Dwaipayan Sardar, Amit Konar, D.N. Tibarewala and Atulya Nagar P519 Construction of Slope-Consistent Trapezoidal Interval Type-2 Fuzzy Sets for Simplifying the Perceptual Reasoning Method Chengdong Li, Jianqiang Yi, Guiqing Zhang and Ming Wang Wednesday, July 9, 4:00PM-6:00PM ........................................................................ 288 Special Session: WeF2-1 Human Symbiotic Systems II, Chair: Daisuke Katagami, Room: 201A ................ 288 4:00PM Effect of Robot Utterances Using Onomatopoeia on Collaborative Learning Felix Jimenez, Masayoshi Kanoh, Tomohiro Yoshikawa, Takeshi Furuhashi and Tsuyoshi Nakamura 4:20PM Behavior Extraction from Tweets Using Character N-Gram Models Yuji Yano, Tomonori Hashiyama, Junko Ichino and Shun'ichi Tano 4:40PM Saliency Map for Visual Attention Region Prediction Based on Fuzzy Neural Network Mao Wang, Yoichiro Maeda and Yasutake Takahashi 5:00PM Melody Oriented Interactive Chaotic Sound Generation System Using Music Conductor Gesture Shuai Chen, Yoichiro Maeda and Yasutake Takahashi 5:20PM Intention Recognition by Inverted Two-Wheeled Mobile Robot through Interactive Operation Yasutake Takahashi, Takuya Inoue and Nakamura Takayuki 5:40PM Development of Facial Expression Recognition for Training Video Customer Service Representatives Linh Tuan Dang, Eric W. Cooper and Katsuari Kamei Special Session: WeF2-2 Modalities of Fuzzy Signatures in Knowledge Representation, Chair: Laszlo Koczy, Sukanya Manna and Tom Gedeon, Room: 201B ........................................................................................ 289 4:00PM On the Development of Signatures for Artificial Intelligence Applications Claudiu Pozna, Radu-Emil Precup, Peter Foldesi and Laszlo Koczy 4:20PM A Price Prediction Model for Online Auctions Using Fuzzy Reasoning Techniques Preetinder Kaur, Madhu Goyal and Jie Lu 4:40PM OWA-Based Fuzzy Rule Interpolation for Group Decision Making Chengyuan Chen and Qiang Shen 5:00PM Sensitivity Analysis of the Weighted Generalized Mean Aggregation Operator and Its Application to Fuzzy Signatures Istvan Harmati, Adam Bukovics and Laszlo Koczy
  • 46. 114 5:20PM Understanding Early Childhood Obesity Risks: An Empirical Study Using Fuzzy Signatures Sukanya Manna and Abigail M. Jewkes 5:40PM A New Fuzzy Graph and Signature Based Approach to Describe Fuzzy Situational Maps Aron Ballagi, Claudiu Pozna and Laszlo Koczy WeF2-3 Hybrid Fuzzy Systems, Chair: Scott Dick and Chiew Foong Kwong, Room: 201C ........................ 290 4:00PM Oil Spill Trajectory Tracking Using Swarm Intelligence and Hybrid Fuzzy System Mohsen Pashna, Rubiyah Yusof and Rasoul Rahmani 4:20PM Generating Interpretable Mamdani-Type Fuzzy Rules Using a Neuro-Fuzzy System Based on Radial Basis Functions Diego G. Rodrigues, Gabriel Moura, Carlos M. C. Jacinto, Paulo Jose de Freitas Filho and Mauro Roisenberg 4:40PM An ANFIS Approach to Transmembrane Protein Prediction Hassan Kazemian and Syed Adnan Yusuf 5:00PM Binary Fish School Search Applied to Feature Selection: Application to ICU Readmissions Joao Sargo, Susana Vieira, Joao Sousa and Carmelo Filho 5:20PM The ANFIS Handover Trigger Scheme: The Long Term Evolution (LTE) Perspective Chiew Foong Kwong, Teong Chee Chuah and Su Wei Tan 5:40PM Genetic Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Data Janusz Starczewski, Robert Nowicki and Bartosz Nowak 6:00PM An Improvement in Forecasting Interval based Fuzzy Time Series Shanoli Samui Pal, Tandra Pal and Samarjit Kar WeF2-4 Fuzzy Decision Making and Decision Support Systems I, Chair: Mika Sato-Ilic and Mengyin Fu, Room: 201D ............................................................................................................................................... 291 4:00PM The Prioritization for Higher Education Institutions Performance Criteria with Fuzzy Analytical Hierarchy Process Rati Wongsathan, Witchakorn Khuankaew and Aitsari Khaothawirat 4:20PM Use of Cumulative Information Estimations for Risk Assessment of Heart Failure Patients Jan Bohacik, Chandra Kambhampati, Darryl Davis and John Cleland 4:40PM A Quantitative Preference-Based Structured Argumentation System for Decision Support Nouredine Tamani and Madalina Croitoru 5:00PM Fuzzy Group Decision Making Based on Variable Weighted Averaging Operators Deqing Li, Wenyi Zeng and Junhong Li 5:20PM Developing Tw fuzzy DEMATEL Method for Evaluating Green Supply Chain Management Practices Kuo-Ping Lin, Ru-Jen Lin and Kuo-Chen Hung 5:40PM Gradient-Based Fuzzy Fault Isolation in Residual-Based Fault Detection Systems Francisco Serdio, Edwin Lughofer, Kurt Pichler, Thomas Buchegger, Markus Pichler and Hajrudin Efendic Special Session: WeC2-1 CIS and WCCI Competition Session, Chair: Swagatam Das and Alessandro Sperduti, Room: 311A ................................................................................................................................ 293 4:00PM IEEE CIS Ghosts Challenge 2013 Alessandro Sperduti 4:45PM Evolutionary Computation for Dynamic Optimization Problems Changhe Li, Michalis Mavrovouniotis, Shengxiang Yang and Xin Yao 5:10PM Optimization of Problems with Multiple Interdependent Components Sergey Polyakovskiy, Markus Wagner, Mohammad Reza Bonyadi, Frank Neumann and Zbignew Michalewicz 5:35PM First Neural Connectomics Challenge: From Imaging to Connectivity Demian Battaglia
  • 47. 115 Thursday, July 10, 1:30PM-3:30PM .......................................................................... 293 Special Session: ThF1-1 Hand Skill Recognition and Transfer, Chair: Honghai Liu, Room: 201A ............. 293 1:30PM Active Interaction Control of a Rehabilitation Robot Based on Motion Recognition and Adaptive Impedance Control Wei Meng, Yilin Zhu, Zude Zhou, Kun Chen and Qingsong Ai 1:50PM Fuzzy Neural Network-Based Adaptive Impedance Force Control Design of Robot Manipulator under Unknown Environment Wei-Chen Wang and Ching-Hung Lee 2:10PM Finger Pinch Force Estimation through Muscle Activations Using a Surface EMG Sleeve on the Forearm Yinfeng Fang, Zhaojie Ju, Xiangyang Zhu and Honghai Liu 2:30PM Joint Angle Estimation System for Rehabilitation Evaluation Support Junya Kusaka, Takenori Obo, Janos Botzheim and Naoyuki Kubota 2:50PM Fuzzy-Based Adaptive Motion Control of a Virtual iCub Robot in Human-Robot-Interaction Zejun Xu, Chenguang Yang, Hongbin Ma and Mengyin Fu 3:10PM Teleoperation of a Virtual iCub Robot under Framework of Parallel System via Hand Gesture Recognition Chen Li, Hongbin Ma, Chenguang Yang and Mengyin Fu Special Session: ThF1-2 Hybridisations, Extensions, and High-Order Fuzzy Sets, Chair: Neil Mac Parthaláin and Richard Jensen, Room: 201B ............................................................................................................... 294 1:30PM Approximate Nature of Traditional Fuzzy Methodology Naturally Leads to Complex-Valued Fuzzy Degrees Olga Kosheleva and Vladik Kreinovich 1:50PM Tightly Coupled Fuzzy Rough Description Logic Programs under the Answer Set Semantics for the Semantic Web Tingting Zou, Yanpeng Qu and Ansheng Deng 2:10PM Feature Grouping-Based Fuzzy-Rough Feature Selection Richard Jensen, Neil Mac Parthalain and Chris Cornelis 2:30PM An Advancing Investigation on Reduct and Consistency for Decision Tables in Variable Precision Rough Set Models James N. K. Liu, Yanxing Hu, Jia You and He Yulin 2:50PM Heuristic Search for Fuzzy-Rough Bireducts and Its Use in Classifier Ensembles Ren Diao, Neil Mac Parthalain, Richard Jensen and Qiang Shen 3:10PM Hybrid Fuzzy Genetics-Based Machine Learning with Entropy-Based Inhomogeneous Interval Discretization Yuji Takahashi, Yusuke Nojima and Hisao Ishibuchi ThF1-3 Fuzzy Clustering, Chair: Seiichi Ozawa and Xiao-Jun Zeng, Room: 201C ..................................... 295 1:30PM Incremental Fuzzy Clustering for Document Categorization Jianping Mei, Yangtao Wang, Lihui Chen and Chunyan Miao 1:50PM Enhanced Cluster Validity Index for the Evaluation of Optimal Number of Clusters for Fuzzy C-Means Algorithm Neha Bharill and Aruna Tiwari 2:10PM A Learning Scheme to Fuzzy C-Means Based on a Compromise in Updating Membership Degrees Shang-Lin Wu, Yang-Yin Lin, Yu-Ting Liu, Chih-Yu Chen and Chin-Teng Lin 2:30PM Link-Based Pairwise Similarity Matrix Approach for Fuzzy C-Means Clustering Ensemble Pan Su, Changjing Shang and Qiang Shen 2:50PM Fuzzy Clustering Using Automatic Particle Swarm Optimization Min Chen and Ludwig Simone
  • 48. 116 3:10PM A Preprocessed Induced Partition Matrix Based Collaborative Fuzzy Clustering for Data Analysis Mukesh Prasad, Dong Lin Li, Yu-Ting Liu, Linda Siana, Chin-Teng Lin and Amit Saxena 3:30PM Dynamic Texture Classification Using Local Fuzzy Coding Liuyang Wang, Huaping Liu and Fuchun Sun ThF1-4 Fuzzy Systems Modelling and Identification, Chair: Faa-Jeng Lin and Jozo Dujmovic, Room: 201D .................................................................................................................................................................. 297 1:30PM A New Monotonicity Index for Fuzzy Rule-Based Systems Lie Meng Pang, Kai Meng Tay and Chee Peng Lim 1:50PM Sparse Fuzzy C-Regression Models with Application to T-S Fuzzy Systems Identification Minnan Luo, Fuchun Sun and Huaping Liu 2:10PM A Systems Approach for Scheduling Aircraft Landings in JFK Airport Sina Khanmohammadi, Chun-An Chou, Harold W. Lewis III and Doug Elias 2:30PM A New Fuzzy Ratio and Its Application to the Single Input Rule Modules Connected Fuzzy Inference System Chian Haur Jong, Kai Meng Tay and Chee Peng Lim 2:50PM Fuzzy Uncertainty Assessment in RBF Neural Networks Using Neutrosophic Sets for Multiclass Classification Adrian Rubio-Solis and George Panoutsos 3:10PM A New Adaptive Mamdani-Type Fuzzy Modeling Strategy for Industrial Gas Turbines Yu Zhang, Jun Chen, Chris Bingham and Mahdi Mahfouf 3:30PM Introduction to Tunable Equivalence Fuzzy Associative Memories Estevao Esmi, Peter Sussner and Sandra Sandri Thursday, July 10, 3:30PM-6:00PM .......................................................................... 298 Poster Session: PF4 Fuzzy Modeling, Control, & Applications II, Chair: Tomoharu Nakashima and Neha Bharill, Room: Posters Area (Level 2) ........................................................................................................ 298 P701 Reengineering Fuzzy Nested Relational Databases into Fuzzy XML Model Weijun Li, Xu Chen and Z. M. Ma P702 Evaluation of Responsiveness of Health Systems Using Fuzzy-based Technique Sukanya Phongsuphap and Yongyuth Pongsupap P703 A Fuzzy Logic Based Parkinson's Disease Risk Predictor Siyuan Liu, Zhiqi Shen, Martin J. McKeown, Cyril Leung and Chunyan Miao P704 An Integrated Intelligent Technique for Monthly Rainfall Time Series Prediction Jesada Kajornrit, Kok Wai Wong, Chun Che Fung and Yew Soon Ong P705 A Fuzzy Ontology Driven Method for a Personalized Query Reformulation Hajer Baazaoui-zghal and Henda Ben ghezala P706 A Comparison of Computational Intelligence Techniques for Energy Time Series Forecasting Abbas Namdar and Hamid Berenji P707 Perceptual Computing Based Performance Control Mechanism for Power Efficiency in Mobile Embedded Systems Prashant Gupta and Pranab Muhuri P708 Medical Diagnosis and Monotonicity Clarification Using SIRMs Connected Fuzzy Inference Model with Functional Weights Hirosato Seki and Tomoharu Nakashima P709 T-S Fuzzy Models Based Approximation for General Fractional Order Nonlinear Dynamic Systems Yong Wang, Yiheng Wei, Min Zhu, Mengmeng Liu, Cheng Peng and Zeshao Chen P710 A Mathematical Programming Method for the Multiple Attribute Decision Making with Interval Intuitionistic Fuzzy Values Junfeng Chu and Xinwang Liu
  • 49. 117 P711 Fuzzy Multi Entity Bayesian Networks: A Model for Imprecise Knowledge Representation and Reasoning in High-Level Information Fusion Keyvan Golestan, Fakhri Karray and Mohamed S. Kamel P712 The Realization Problems Related to Weighted Transducers over Strong Bimonoids Ping Li, Yongming Li and Shengling Geng P713 Identification of Dynamic Systems Using a Differential Evolution-Based Recurrent Fuzzy System Cristian dos Santos, Rogerio Espindola, Vinicius Vieira and Alexandre Evsukoff P714 Similarities in Structured Spaces of Sets Wladyslaw Homenda and Agnieszka Jastrzebska P715 A Novel Low-Complexity Method for Determining Nonadditive Interaction Measures Based on Least-Norm Learning Wei An, Chunxiao Ren, Song Ci, Dalei Wu, Haiyan Luo and Yanwei Liu P716 Model Reference Adaptive Iterative Learning Control for Nonlinear Systems Using Observer Design Ying-Chung Wang, Chiang-Ju Chien and I-Hong Jhuo Thursday, July 10, 4:00PM-6:00PM .......................................................................... 300 Special Session: ThF2-1 Computational Intelligence for Cognitive Robotics, Chair: Naoyuki Kubota, Room: 201A ............................................................................................................................................... 300 4:00PM A Reduced Classifier Ensemble Approach to Human Gesture Classification for Robotic Chinese Handwriting Fei Chao, Yan Sun, Zhengshuai Wang, Gang Yao, Zuyuan Zhu, Changle Zhou, Qinggang Meng and Min Jiang 4:20PM Reinforcement Learning in Non-Stationary Environments: An Intrinsically Motivated Stress Based Memory Retrieval Performance (SBMRP) Model Tiong Yew Tang, Simon Egerton and Naoyoki Kubota 4:40PM A Modified EM Algorithm for Hand Gesture Segmentation in RGB-D Data Zhaojie Ju, Yuehui Wang, Wei Zeng, Haibin Cai and Honghai Liu 5:00PM Grounding Spatial Relations in Natural Language by Fuzzy Representation for Human-Robot Interaction Jiacheng Tan, Zhaojie Ju and Honghai Liu 5:20PM Vowel Recognition System of Lipsynchrobot in Lips Gesture Using Neural Network Indra Adji Sulistijono, Haikal Hakim Baiqunni, Zaqiatud Darojah and Didik Setyo Purnomo 5:40PM Quantum-Inspired Multidirectional Associative Memory for Human-Robot Interaction System Naoki Masuyama and Chu Kiong Loo Special Session: ThF2-2 Aggregation Operators, Chair: Simon James and Gang Li, Room: 201B .............. 301 4:00PM "And"- and "Or"-Operations for "Double", "Triple", etc. Fuzzy Sets Hung T. Nguyen, Vladik Kreinovich and Olga Kosheleva 4:20PM Upper and Lower Generalized Factoraggregations Based on Fuzzy Equivalence Relation Pavels Orlovs and Svetlana Asmuss 4:40PM Interpolative GCD Aggregators Jozo Dujmovic 5:00PM Analytical Solution Methods for the Linguistic Weighted Average Problem Xinwang Liu, Xu Yong, Tong Wu and Na Li 5:20PM Nearest Neighbour-Guided Induced OWA and Its Application to Journal Ranking Pan Su, Tianhua Chen, Changjing Shang and Qiang Shen 5:40PM Worker Ranking Determination in Crowdsourcing Platforms Using Aggregation Functions David Sanchez-Charles, Jordi Nin, March Sole and Victor Muntes-Mulero
  • 50. 118 Special Session: ThF2-3 Paradigms of Fuzzy Systems for Medical Benefits, Chair: Syoji Kobashi and Md. Atiqur Rahman Ahad, Room: 201C ........................................................................................................... 302 4:00PM Fuzzy Object Growth Model for Newborn Brain Using Manifold Learning Ryosuke Nakano, Syoji Kobashi, Kei Kuramoto, Yuki Wakata, Kumiko Ando, Reiichi Ishikura, Tomomoto Ishikawa, Shozo Hirota and Yutaka Hata 4:20PM Investigating Distance Metric Learning in Semi-Supervised Fuzzy C-Means Clustering Daphne Teck Ching Lai, Jonathan Garibaldi and Jenna Reps 4:40PM Soft Class Decision for Nursing-Care Text Classification Using a K-Nearest Neighbor Based System Manabu Nii, Kazunobu Takahama, Atsuko Uchinuno and Reiko Sakashita 5:00PM An Automated Determination of Blumensaat Line Using Fuzzy System Based on Physician Experience from Femur CT Image Yosuke Uozumi, Kouki Nagamune, Naoki Nakano, Kanto Nagai, Yuichiro Nishizawa, Yuichi Hoshino, Takehiko Matsushita, Ryosuke Kuroda and Masahiro Kurosaka 5:20PM Multimodeling for the Prediction of Patient Readmissions in Intensive Care Units Marta Fernandes, Claudia Silva, Susana Vieira and Joao Sousa 5:40PM Benefits of Fuzzy Logic in the Assessment of Intellectual Disability Alessandro Di Nuovo, Santo Di Nuovo, Serafino Buono and Vincenzo Cutello Special Session: ThF2-4 Advances to Self-tuning and Adaptive Fuzzy Control Systems, Chair: Tsung-Chih Lin, Room: 201D ........................................................................................................................................ 304 4:00PM Model-Based Takagi-Sugeno Fuzzy Approach for Vehicle Longitudinal Velocity Estimation during Braking Haiping Du and Weihua Li 4:20PM Analysis of the Performances of Type-1, Self-Tuning Type-1 and Interval Type-2 Fuzzy PID Controllers on the Magnetic Levitation System Ahmet Sakalli, Tufan Kumbasar, Engin Yesil and Hani Hagras 4:40PM Robust Stabilization of Recurrent Fuzzy Systems via Switching Control Stefan Gering, Wolfgang Krippner and Juergen Adamy 5:00PM Performance Evaluation of Interval Type-2 and Online Rule Weighing Based Type-1 Fuzzy PID Controllers on a PH Process Tufan Kumbasar, Cihan Ozturk, Engin Yesil and Hani Hagras 5:20PM Observer-Based Indirect Adaptive Supervisory Control for Unknown Time Delay System Ting-Ching Chu, Tsung-Chih Lin and Valentina Emilia Balas 5:40PM Direct Adaptive Fuzzy Tracking Control with Observer and Supervisory Controller for Nonlinear MIMO Time Delay Systems Chia-Hao Kuo, Tsung-Chih Lin and Chien-Liang Chen Friday, July 11, 8:10AM-10:10AM ............................................................................. 305 Special Session: FrF1-1 Handling Uncertainties in Big Data by Fuzzy Systems, Chair: Jie Lu, Room: 201A .................................................................................................................................................................. 305 8:10AM A Fuzzy Tree Matching-Based Personalised E-Learning Recommender System Dianshuang Wu, Guangquan Zhang and Jie Lu 8:30AM On the Use of Map-Reduce to Build Linguistic Fuzzy Rule Based Classification Systems for Big Data Victoria Lopez, Sara Del Rio, Jose Manuel Benitez and Francisco Herrera 8:50AM A Trust-Based Performance Measurement Modeling Using DEA, T-Norm and S-Norm Operators Ali Azadeh, Saeed Abdolhosseinzadeh, Morteza Saberi, Farookh Khadeer Hussain and Omar Khadeer Hussain 9:10AM A Novel Evaluation Approach for Power Distribution System Planning Based on Linear Programming Model and ELECTRE III Tiefeng Zhang, Guangquan Zhang, Jie Lu and Jianwei Gu
  • 51. 119 9:30AM Multicriteria Decision Making with Fuzziness and Criteria Interdependence in Cloud Service Selection Le Sun, Hai Dong, Farookh Hussain, Omar Hussain, Jiangang Ma and Yanchun Zhang 9:50AM Medical Diagnosis by Fuzzy Standard Additive Model with Wavelets Thanh Nguyen, Abbas Khosravi, Douglas Creighton and Saeid Nahavandi Special Session: FrF1-2 Evolutionary Fuzzy Systems, Chair: Yusuke Nojima, Room: 201B ....................... 306 8:10AM Aeroengine Prognosis through Genetic Distal Learning Applied to Uncertain Engine Health Monitoring Data Alvaro Martinez, Luciano Sanchez and Ines Couso 8:30AM GPFIS-Control: A Fuzzy Genetic Model for Control Tasks Adriano Koshiyama, Tatiana Escovedo, Marley Vellasco and Ricardo Tanscheit 8:50AM Tuning Larger Membership Grades for Fuzzy Association Rules Stephen G. Matthews 9:10AM Embedding Evolutionary Multiobjective Optimization into Fuzzy Linguistic Combination Method for Fuzzy Rule-Based Classifier Ensembles Krzysztof Trawinski, Oscar Cordon and Arnaud Quirin 9:30AM Spectral-Spatial Classification of Remote Sensing Images Using a Region-Based GeneSIS Segmentation Algorithm Stelios Mylonas, Dimitris Stavrakoudis, John Theocharis and Paris Mastorocostas 9:50AM Genetic-Fuzzy Mining with Type-2 Membership Functions Yu Li, Chun-Hao Chen, Tzung-Pei Hong and Yeong-Chyi Lee FrF1-3 Fuzzy Control and Intelligent Systems III, Chair: Shan Xu and Chun-Hsiung Fang, Room: 201C . 307 8:10AM Local H Infinity Control and Invariant Set Analysis for Continuous-Time T-S Fuzzy Systems with Magnitude- and Energy-Bounded Disturbances Dong Hwan Lee, Young Hoon Joo and Myung Hwan Tak 8:30AM Design of Indirect Adaptive Fuzzy Control (IAFC) for Nonlinear Hysteretic Systems Chi-Hsu Wang, Jyun-Hong Wang and Chun-Yao Chen 8:50AM Optimal Finite-Horizon Control with Disturbance Attenuation for Uncertain Discrete-Time T-S Fuzzy Model Based Systems Wen-Ren Horng, Jyh-Horng Chou and Chun-Hsiung Fang 9:10AM Distributed Fuzzy Proportional-Spatial Integral Control Design for a Class of Nonlinear Distributed Parameter Systems Jun-Wei Wang, Huai-Ning Wu, Yao Yu and Chang-Yin Sun 9:30AM Development and Implementation of Fuzzy, Fuzzy PID and LQR Controllers for an Roll-Plane Active Hydraulically Interconnected Suspension Sangzhi Zhu, Nong Zhang and Haiping Du 9:50AM New Fuzzy Model with Second Order Terms for the Design of a Predictive Control Strategy Leonel Gutierrez, Felipe Valencia, Doris Saez and Alejandro Marquez 10:10AM A Self-Tuning Fuzzy PID Controller Design Using Gamma Aggregation Operator Engin Yesil and Cagri Guzay FrF1-4 Fuzzy Data Mining and Forecasting, Chair: Mika Sato-Ilic and Meng Yuan, Room: 201D ............. 308 8:10AM Fuzzy Community Detection in Social Networks Using a Genetic Algortihm Jianhai Su and Timothy Havens 8:30AM A Minimax Model of Portfolio Optimization Using Data Mining to Predict Interval Return Rate Meng Yuan and Junzo Watada 8:50AM Modeling Time Series with Fuzzy Cognitive Maps Homenda Wladyslaw, Jastrzebska Agnieszka and Pedrycz Witold 9:10AM Possibilistic Projected Categorical Clustering via Cluster Cores Stephen G. Matthews and Trevor P. Martin
  • 52. 120 9:30AM Universal Fuzzy Clustering Model Mika Sato-Ilic 9:50AM Iterative Mixed Integer Programming Model for Fuzzy Rule-Based Classification Systems Shahab Derhami and Alice E. Smith 10:10AM Kernel Non-Local Shadowed C-Means for Image Segmentation Long Chen, Jing Zou and C. L. Philip Chen Friday, July 11, 10:30AM-12:30PM ........................................................................... 309 Special Session: FrF2-1 Recent Advances in Fuzzy-Model-Based Control Design and Analysis I, Chair: Hak-Keung Lam, Room: 201A ........................................................................................................ 309 10:30AM Stability Region Analysis for Polynomial Fuzzy Systems by Polynomial Lyapunov Functions Ying-Jen Chen, Motoyasu Tanaka, Kazuo Tanaka and H. O. Wang 10:50AM Dissipativity Analysis for Discrete-Time T-S Fuzzy Systems with Time-Varying Delay and Stochastic Perturbation Xiaozhan Yang, Zhong Zheng, Yuxin Zhao and Ligang Wu 11:10AM A Comparison between T-S Fuzzy Systems and Affine T-S Fuzzy Systems as Nonlinear Control System Models Xiao-Jun Zeng 11:30AM Relaxed Stability Conditions Based on Taylor Series Membership Functions for Polynomial Fuzzy-Model-Based Control Systems Chuang Liu, Hak-Keung Lam, Xian Zhang, Hongyi Li and Sai-Ho Ling 11:50AM Faults Diagnosis Based on Proportional Integral Observer for TS Fuzzy Model with Unmeasurable Decision Variable T. Youssef, H. R. Karimi and M. Chadli 12:10PM Dynamic Output Feedback Controller Design for T-S Fuzzy Plants with Actuator Saturation Using Linear Fractional Transformation Yang Liu, Xiaojun Ban, Fen Wu and Hak-Keung Lam Special Session: FrF2-2 Software for Soft Computing I, Chair: Jesus Alcala-Fdez, Room: 201B ................ 310 10:30AM Supervising Classrooms Comprising Children with Dyslexia and Other Learning Problems with Graphical Exploratory Analysis for Fuzzy Data: Presentation of the Software Tool and Case Study Ana Palacios and Luciano Sanchez 10:50AM The Experimenter Environment of the NIP Imperfection Processor Raquel Martinez, Jose M. Cadenas and M. Carmen Garrido 11:10AM Learning from Data Using the R Package frbs Lala Septem Riza, Christoph Bergmeir, Francisco Herrera and Jose Manuel Benitez 11:30AM Parallel Mining of Fuzzy Association Rules on Dense Data Sets Michal Burda, Viktor Pavliska and Radek Valasek 11:50AM Designing a Compact Genetic Fuzzy Rule-Based System for One-Class Classification Pedro Villar, Bartosz Krawczyk, Ana M. Sanchez, Rosana Montes and Francisco Herrera 12:10PM A Method for Hybrid Personalized Recommender Based on Clustering of Fuzzy User Profiles Shan Xu and Junzo Watada Special Session: FrF2-3 Fuzzy Interpolation, Chair: Qiang Shen and Laszlo Koczy, Room: 201C .............. 311 10:30AM A New Interval-Based Method for Handling Non-Monotonic Information Yi Wen Kerk, Kai Meng Tay and Chee Peng Lim 10:50AM Closed Form Fuzzy Interpolation with Interval Type-2 Fuzzy Sets Longzhi Yang, Chengyuan Chen, Nanlin Jin, Xin Fu and Qiang Shen
  • 53. 121 11:10AM Building Fuzzy Inference Systems with Similarity Reasoning: NSGA II-Based Fuzzy Rule Selection and Evidential Functions Tze Ling Jee, Kok Chin Chai, Kai Meng Tay and Chee Peng Lim 11:30AM Genetic Algorithm-Aided Dynamic Fuzzy Rule Interpolation Nitin Naik, Ren Diao and Qiang Shen 11:50AM Antecedent Selection in Fuzzy Rule Interpolation Using Feature Selection Techniques Ren Diao, Shangzhu Jin and Qiang Shen 12:10PM Fuzzy Rule Interpolation Based Fuzzy Signature Structure in Building Condition Evaluation Gergely Molnarka, Szilveszter Kovacs and Laszlo Koczy FrF2-4 Fuzzy Decision Making and Decision Support Systems II, Chair: Vladik Kreinovich and Toshihiko Watanabe, Room: 201D ............................................................................................................................. 313 10:30AM Multiple Attribute Group Decision Making Using Interval-Valued Intuitionistic Fuzzy Soft Matrix Sujit Das, Mohuya B. Kar, Tandra Pal and Samarjit Kar 10:50AM Towards Data-Driven Environmental Planning and Policy Design -Leveraging Fuzzy Logic to Operationalize a Planning Framework Amir Pourabdollah, Christian Wagner, Simon Miller, Michael Smith and Ken Wallace 11:10AM A New Fuzzy Approach for Multi-Source Decision Fusion Farnoosh Fatemipour, Mohammad-R Akbarzadeh-T and Rouhollah Ghasempour 11:30AM Towards Decision Making under Interval, Set-Valued, Fuzzy, and Z-Number Uncertainty: A Fair Price Approach Joe Lorkowski, Rafik Aliev and Vladik Kreinovich 11:50AM A Fuzzy-Logic-Based Approach for Soft Data Constrained Multiple-Model PHD Filter Sepideh Seifzadeh, Bahador Khaleghi and Fakhri Karray 12:10PM Handling Preferences Under Uncertainty in Recommender Systems Samia Boulkrinat, Allel Hadjali and Aicha Aissani-Mokhtari 12:30PM Flexible Decision Support System Using Dynamic Partial Reconfiguration Technology Janos Grantner and Chinh Nguyen Friday, July 11, 1:30PM-3:30PM ............................................................................... 314 Special Session: FrF3-1 Recent Advances in Fuzzy-Model-Based Control Design and Analysis II, Chair: Hak-Keung Lam, Room: 201A ........................................................................................................ 314 1:30PM Discrete-Time Takagi-Sugeno Descriptor Models: Controller Design Victor Estrada-Manzo, Thierry Marie Guerra, Zsofia Lendek and Philippe Pudlo 1:50PM Observer Design for Switching Nonlinear Systems Zsofia Lendek, Paula Raica, Jimmy Lauber and Thierry-Marie Guerra 2:10PM Model Predictive Control for Discrete Fuzzy Systems via Iterative Quadratic Programming Carlos Arino, Emilio Perez, Antonio Sala and Andres Querol 2:30PM A Novel Relaxed Stabilization Condition for a Class of T-S Time-Delay Fuzzy Systems Shun-Hung Tsai and Cone-Jie Fang 2:50PM SOS-Based Fuzzy Stability Analysis via Homogeneous Lyapunov Functions Ji-Chang Lo 3:10PM Fuzzy Disturbance Observer for a Class of Polynomial Fuzzy Control Systems Hugang Han, Yuta Higaki and Hak-Keung Lam Special Session: FrF3-2 Software for Soft Computing II, Chair: Jesus Alcala-Fdez, Room: 201B ............... 315 1:30PM Jfcs Tool: A Java Software Tool to Design Fuzzy Color Spaces Jose Manuel Soto-Hidalgo, Jesus Chamorro-Martinez, P. Martinez-Jimenez and D. Sanchez
  • 54. 122 1:50PM JuzzyOnline: An Online Toolkit for the Design, Implementation, Execution and Sharing of Type-1 and Type-2 Fuzzy Logic Systems Christian Wagner, Mathieu Pierfitte and Josie McCulloch 2:10PM On Modelling Real-World Knowledge to Get Answers to Fuzzy and Flexible Searches without Human Intervention Victor Pablos-Ceruelo and Susana Munoz-Hernandez 2:30PM Specialized Software for Fuzzy Natural Logic and Fuzzy Transform Applications Vilem Novak, Viktor Pavliska and Radek Valasek 2:50PM A WiFi-Based Software for Indoor Localization Noelia Hernandez, Manuel Ocana, Sergio Humanes, Pedro Revenga, David P. Pancho and Luis Magdalena 3:10PM Analyzing Fuzzy Association Rules with Fingrams in KEEL David P. Pancho, Jose M. Alonso, Jesus Alcala-Fdez and Luis Magdalena Special Session: FrF3-3 Theory of Type-2 Fuzzy Systems, Chair: Bob John, Jon Garibaldi and Simon Coupland, Room: 201C .............................................................................................................................. 316 1:30PM Type-1 or Interval Type-2 Fuzzy Logic Systems - On the Relationship of the Amount of Uncertainty and FOU Size Jabran Aladi, Christian Wagner and Jonathan Garibaldi 1:50PM Building a Type-2 Fuzzy Regression Model Based on Credibility Theory and Its Application on Arbitrage Pricing Theory Yicheng Wei and Junzo Watada 2:10PM Building Linguistic Random Regression Model from the Perspective of Type-2 Fuzzy Set Fei Song, Shinya Imai and Junzo Watada 2:30PM Automatic Learning of General Type-2 Fuzzy Logic Systems Using Simulated Annealing Majid Almaraashi, Robert John and Hopgood Adrian 2:50PM A New Monotonic Type-Reducer for Interval Type-2 Fuzzy Sets Simon Coupland, Robert John and Hussam Hamrawi 3:10PM A Support Vector-Based Interval Type-2 Fuzzy System Volkan Uslan, Huseyin Seker and Robert John Special Session: FrF3-4 Brain and Physiological Computation for Affective Computing, Chair: Toshihiko Watanabe and Faiyaz Doctor, Room: 201D ................................................................................................ 317 1:30PM Spatiotemporal Human Brain Activities on Recalling Body Parts Takahiro Yamanoi, Yoshinori Tanaka, Mika Otsuki, Hisahsi Toyoshima and Toshimasa Yamazaki 1:50PM An Interactive Evolutionary Computation Framework Controlled via EEG Signals Shen Ren, Jiangjun Tang, Michael Barlow and Hussein A. Abbass 2:10PM Ocular Artifact Removal from EEG Using ANFIS Wei Chen, Ze Wang, Ka Fai Lao and Feng Wan 2:30PM Description of Activity of Living Neuronal Network by Fuzzy Bio-Indicator Isao Hayashi and Suguru N. Kudoh 2:50PM Human Behavioural Analysis with Self-Organizing Map for Ambient Assisted Living Kofi Appiah, Andrew Hunter, Ahmad Lotfi, Christopher Waltham and Patrick Dickinson 3:10PM Analysis and Extraction of Knowledge from Body Motion Using Singular Value Decomposition Yinlai Jiang, Isao Hayashi and Shuoyu Wang
  • 55. 123 Friday, July 11, 4:00PM-6:00PM ............................................................................... 318 Special Session: FrF4-1 Recent Advances in Fuzzy-Model-Based Control Design and Analysis III, Chair: Tadanari Taniguchi, Room: 201A ................................................................................................... 318 4:00PM Non-PDC Controller Design for Takagi-Sugeno Models via Line-Integral Lyapunov Functions Abdelmadjid Cherifi, Kevin Guelton and Laurent Arcese 4:20PM Non-Quadratic Stabilization Of Second Order Continuous Takagi-Sugeno Descriptor Systems via Line-Integral Lyapunov Function Raymundo Marquez, Thierry Marie Guerra, Alexandre Kruszewski and Miguel Bernal 4:40PM Brain Style Control Scheme: Simultaneous Forward and Inverse Model Identification and Controller Design Luka Eciolaza, Tadanari Taniguchi and Michio Sugeno 5:00PM Tracking Control for a Non-Holonomic Car-Like Robot Using Dynamic Feedback Linearization Based on Piecewise Bilinear Models Tadanari Taniguchi, Luka Eciolaza and Michio Sugeno 5:20PM Coordinate Transformation of Takagi-Sugeno Models: Stability Conditions and Observer Canonical Forms Horst Schulte and Soeren Georg 5:40PM Design of Fuzzy Synergetic Controller Chi-Hua Liu and Ming-Ying Hsiao Special Session: FrF4-2 New Frontiers in Clustering and its Applications -Fusion of Clustering and Other Methodologies-, Chair: Yuchi Kanzawa, Room: 201B ................................................................................ 319 4:00PM A Maximizing Model of Bezdek-Like Spherical Fuzzy C-Means Clustering Yuchi Kanzawa 4:20PM Fuzzy c-Regression Models Combined with Support Vector Regression Tatsuya Higuchi and Sadaaki Miyamoto 4:40PM Incremental Algorithms for Fuzzy Co-Clustering of Very Large Cooccurrence Matrix Katsuhiro Honda, Daiji Tanaka and Akira Notsu 5:00PM Fuzzy Co-Clustering of Vertically Partitioned Cooccurrence Data with Privacy Consideration Katsuhiro Honda, Toshiya Oda and Akira Notsu 5:20PM FCM-Type Fuzzy Co-Clustering by K-L Information Regularization Katsuhiro Honda, Shunnya Oshio and Akira Notsu 5:40PM Stochastic Gradient Descent Based Fuzzy Clustering for Large Data Yangtao Wang, Lihui Chen and Jianping Mei FrF4-3 Fuzzy Logic & Fuzzy Set Theory II, Chair: Fuchun Sun and Plamen Angelov, Room: 201C .......... 319 4:00PM Regularization-Based Learning of the Choquet Integral Derek Anderson, Stanton Price and Timothy Havens 4:20PM Uniformly Strongly Prime Fuzzy Ideals Flaulles Bergamaschi and Regivan Santiago 4:40PM Ranking Fuzzy Numbers by Their Expansion Center Zhenyuan Wang and Li Zhang-Westman 5:00PM Rotation of Triangular Numbers via Quaternion Ronildo Moura, Flaulles Bergamaschi, Regivan Santiago and Benjamin Bedregal 5:20PM Ontology-Based Service Matching in Cloud Computing Li Liu, Xiaofen Yao, Liangjuan Qin and Miao Zhang 5:40PM Interval Type-2 Fuzzy Modeling and Chaotic Synchronization of Two Different Memristor-Based Lorenz Circuits Tsung-Chih Lin and Fu-Yu Huang
  • 56. 124 FrF4-4 Fuzzy Models, Chair: Petrica C. Pop and Dimitar Filev, Room: 201D ............................................ 320 4:00PM Learning Fuzzy Rules through Ant Optimization, LASSO and Dirichlet Mixture Arturo Garcia-Garcia and Andres Mendez-Vazquez 4:20PM Prediction of Online Trade Growth Using Search-ANFIS: Transactions on Taobao as Examples Jiyuan Wang, Geng Peng and Wei Dai 4:40PM Granular Cognitive Maps Reconstruction Homenda Wladyslaw, Jastrzebska Agnieszka and Pedrycz Witold 5:00PM Fuzzy Multi-Objective Reliability-Redundancy Allocation Problem Ashraf Zubair, Pranab Muhuri, Q. M. Danish Lohani and Rahul Nath 5:20PM On the Resilience of an Ant-Based System in Fuzzy Environments. An Empirical Study Gloria Cerasela Crisan, Camelia-M. Pintea and Petrica C. Pop 5:40PM An Investigation of Methods of Parameter Tuning For Q-Learning Fuzzy Inference System Ahmad Al-Talabi and Howard Schwartz
  • 57. 125 DETAILED PROGRAM (IEEE CEC 2014) .................................................................. 323 Monday, July 7, 1:30PM-3:30PM .............................................................................. 323 Special Session: MoE1-1 Computational Intelligence and Games, Chair: Kyung-Joong Kim and Sung-Bae Cho, Room: 203A ....................................................................................................................................... 323 1:30PM Learning a Super Mario Controller from Examples of Human Play Geoffrey Lee, Min Luo, Fabio Zambetta and Xiaodong Li 1:50PM Integrating Fuzzy Integral and Heuristic Search for Unit Micromanagement in RTS Games Tung Nguyen, Kien Nguyen and Ruck Thawonmas 2:10PM *Tego - A Framework for Adversarial Planning Daniel Ashlock and Philip Hingston 2:30PM TURAN: Evolving Non-Deterministic Players for the Iterated Prisoner's Dilemma Marco Gaudesi, Elio Piccolo, Giovanni Squillero and Alberto Tonda 2:50PM Evolving a Fuzzy Goal-Driven Strategy for the Game of Geister Andrew Buck, Tanvi Banerjee and James Keller 3:10PM Deep Boltzmann Machine for Evolutionary Agents of Mario AI Hisashi Handa Special Session: MoE1-2 Memetic Computing, Chair: Zexuan Zhu and Wenyin Gong, Room: 203B .......... 324 1:30PM A Memetic Algorithm for Solving Permutation Flow Shop Problems with Known and Unknown Machine Breakdowns Humyun Fuad Rahman, Ruhul Sarker, Daryl Essam and Guijuan Chang 1:50PM Remote Sensing Imagery Clustering Using an Adaptive Bi-Objective Memetic Method Ailong Ma, Yanfei Zhong and Liangpei Zhang 2:10PM A Memetic Algorithm Based on Immune Multi-Objective Optimization for Flexible Job-Shop Scheduling Problems Jingjing Ma, Yu Lei, Zhao Wang and Licheng Jiao 2:30PM A Memetic Algorithm for Solving Flexible Job-Shop Scheduling Problems Wenping Ma, Yi Zuo, Jiulin Zeng, Shuang Liang and Licheng Jiao 2:50PM Hybridizing the Dynamic Mutation Approach with Local Searches to Overcome Local Optima Kuai Wei and Michael J. Dinneen 3:10PM Memetic Algorithm with Adaptive Local Search Depth for Large Scale Global Optimization Can Liu and Bin Li Special Session: MoE1-3 Evolutionary Computer Vision, Chair: Mengjie Zhang, Vic Ciesielski and Mario Koppen, Room: 203C ................................................................................................................................. 324 1:30PM Neural Network Ensembles for Image Identification Using Pareto-Optimal Features Wissam A. Albukhanajer, Yaochu Jin and Johann A. Briffa 1:50PM Automatic Evolutionary Medical Image Segmentation Using Deformable Models Andrea Valsecchi, Pablo Mesejo, Linda Marrakchi-Kacem, Stefano Cagnoni and Sergio Damas 2:10PM Cost-Sensitive Texture Classification Gerald Schaefer, Bartosz Krawczyk, Niraj Doshi and Tomoharu Nakashima 2:30PM Genetic Algorithms Based Feature Combination for Salient Object Detection, for Autonomously Identified Image Domain Types Syed Saud Naqvi, Will N. Browne and Christopher Hollitt 2:50PM Unsupervised Learning for Edge Detection Using Genetic Programming Wenlong Fu, Mark Johnston and Mengjie Zhang
  • 58. 126 Special Session: MoE1-4 Theoretical Foundations of Bio-inspired Computation, Chair: Pietro Oliveto, Room: 203D ............................................................................................................................................... 325 1:30PM Single- and Multi-Objective Genetic Programming: New Runtime Results for SORTING Markus Wagner and Frank Neumann 1:50PM Runtime Comparison of Two Fitness Functions on a Memetic Algorithm for the Clique Problem Kuai Wei and Michael J. Dinneen 2:10PM A Theoretical Assessment of Solution Quality in Evolutionary Algorithms for the Knapsack Problem Jun He, Mitavskiy Boris and Yuren Zhou 2:30PM The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms Yang Yu and Hong Qian 2:50PM Markov Chain Analysis of Evolution Strategies on a Linear Constraint Optimization Problem Alexandre Chotard, Anne Auger and Nikolaus Hansen 3:10PM Free Lunch for Optimisation under the Universal Distribution Tom Everitt, Tor Lattimore and Marcus Hutter Monday, July 7, 3:30PM-6:00PM .............................................................................. 326 Poster Session: PE1 Poster Session I, Chair: Tadahiko Murata, Room: Posters Area (Level 2) .................. 326 P101 Smooth Global and Local Path Planning for Mobile Robot Using Particle Swarm Optimization, Radial Basis Functions, Splines and Bezier Curves Nancy Arana-Daniel, Alberto A. Gallegos, Carlos Lopez-Franco and Alma Y. Alanis P102 A Novel Improvement of Particle Swarm Optimization Using Dual Factors Strategy Lin Wang, Bo Yang, Yi Li and Na Zhang P103 A Verifiable PSO Algorithm in Cloud Computing Tao Xiang, Weimin Zhang and Fei Chen P104 Space-Time Simulation Model Based on Particle Swarm Optimization Algorithm for Stadium Evacuation Xinlu Zong, Shengwu Xiong, Hui Xu and Pengfei Duan P105 Bare Bones Particle Swarm with Scale Mixtures of Gaussians for Dynamic Constrained Optimization Mauro Campos and Renato Krohling P106 Cooperative Particle Swarm Optimizer with Elimination Mechanism for Global Optimization of Multimodal Problems Geng Zhang and Yangmin Li P107 A Chaotic Particle Swarm Optimization Algorithm for the Jobshop Scheduling Problem Ping Yan and Minghai Jiao P108 Autonomous Learning Adaptation for Particle Swarm Optimization Wenyong Dong, Jiangshen Tian, Xu Tang, Kang Sheng and Jin Liu P109 A Growing Partitional Clustering Based on Particle Swarm Optimization Nuosi Wu, Zexuan Zhu and Zhen Ji P110 A Novel Chaotic Artificial Bee Colony Algorithm Based on Tent Map Fangjun Kuang, Zhong Jin, Weihong Xu and Siyang Zhang P111 A Novel Artificial Bee Colony Algorithm with Integration of Extremal Optimization for Numerical Optimization Problems Min-Rong Chen, Wei Zeng, Guo-Qiang Zeng, Xia Li and Jian-Ping Luo P112 Hybrid ACO/EA Algorithms Applied to the Multi-Agent Patrolling Problem Fabrice Lauri and Abder Koukam P113 Comparison of Multiobjective Particle Swarm Optimization and Evolutionary Algorithms for Optimal Reactive Power Dispatch Problem Yujiao Zeng and Yanguang Sun
  • 59. 127 P114 MOPSOhv: A New Hypervolume-Based Multi-Objective Particle Swarm Optimizer Ivan Chaman-Garcia, Carlos A. Coello Coello and Alfredo Arias-Montano P115 A Population Diversity Maintaining Strategy Based on Dynamic Environment Evolutionary Model for Dynamic Multiobjective Optimization Zhou Peng, Jinhua Zheng and Juan Zou P116 Multi-Objective Flexible Job-Shop Scheduling Problem with DIPSO: More Diversity, Greater Efficiency Luiz Carvalho and Marcia Fernandes P117 Calculating the Complete Pareto Front for a Special Class of Continuous Multi-Objective Optimization Problems Xiao-Bing Hu, Ming Wang and Mark S Leeson P118 A Self-Adaptive Evolutionary Approach to the Evolution of Aesthetic Maps for a RTS Game Raul Lara-Cabrera, Carlos Cotta and Antonio J. Fernandez-Leiva P119 Enhanced Differential Evolution with Adaptive Direction Information Yiqiao Cai and Jixiang Du P120 Visualizing the Population of Meta-Heuristics During the Optimization Process Using Self-Organizing Maps Marcelo Lotif P121 Self-Adaptive Morphable Model Based Multi-View Non-Cooperative 3D Face Reconstruction Kuicheng Lin, Xue Wang, Xuanping Li and Yuqi Tan P122 Using Electromagnetic Algorithm for Tuning the Structure and Parameters of Neural Networks Ayad Turky and Salwani Abdullah P123 Feature Selection Based on Manifold-Learning with Dynamic Constraint-Handling Differential Evolution Zhihui Li, Zhigang Shang, Jane Jing Liang and Boyang Qu P124 Metaheuristics for the 3D Bin Packing Problem in the Steel Industry Joaquim Viegas, Susana Vieira, Joao M. Sousa and Elsa Henriques P125 A New CSP Graph-Based Representation to Resource-Constrained Project Scheduling Problem Antonio Gonzalez-Pardo and David Camacho P126 Optimization Algorithm for Rectangle Packing Problem Based on Varied-Factor Genetic Algorithm and Lowest Front-Line Strategy Haiming Liu, Jiong Zhou, Xinsheng Wu and Peng Yuan P127 A Parallel Evolutionary Solution for the Inverse Kinematics of Generic Robotic Manipulators Siavash Farzan and Guilherme DeSouza P128 Feature Extraction Based on Trimmed Complex Network Representation for Metabolomic Data Classification Yue Chen, Zexuan Zhu and Zhen Ji P129 Primary Study on Feedback Controlled Differential Evolution Kenichi Tamura and Keiichiro Yasuda P130 A Route Planning Strategy for the Automatic Garment Cutter Based on Genetic Algorithm Wenchao Yu and Linji Lu Monday, July 7, 4:00PM-6:00PM .............................................................................. 331 Special Session: MoE2-1 Evolutionary Multi-Objective Optimization and Decision Making, Chair: Sanaz Mostaghim, Room: 203A ............................................................................................................................ 331 4:00PM Comparative Analysis of Classical Multi-Objective Evolutionary Algorithms and Seeding Strategies for Pairwise Testing of Software Product Lines Roberto Erick Lopez-Herrejon, Javier Ferrer, Francisco Chicano, Alexander Egyed and Enrique Alba 4:20PM An MOEA/D with Multiple Differential Evolution Mutation Operators Yang Li, Aimin Zhou and Guixu Zhang
  • 60. 128 4:40PM Multi-Objective Transportation Network Design: Accelerating Search by Applying e-NSGAII Ties Brands, Luc Wismans and Eric van Berkum 5:00PM A Comparison of Multi-Objective Evolutionary Algorithms for the Ontology Meta-Matching Problem Giovanni Acampora, Hisao Ishibuchi and Autilia Vitiello 5:20PM Integrating User Preferences and Decomposition Methods for Many-Objective Optimization Asad Mohammadi, Mohammad Nabi Omidvar, Xiaodong Li and Kalyanmoy Deb 5:40PM A Multi-Objective Evolutionary Algorithm Based on Decomposition for Constrained Multi-Objective Optimization Saul Zapotecas Martinez and Carlos A. Coello Coello Special Session: MoE2-2 Differential Evolution: Past, Present and Future, Chair: Kai Qin, Room: 203B ... 332 4:00PM Cooperative DynDE for Temporal Data Clustering Kristina S. Georgieva and Andries Engelbrecht 4:20PM Multi-Objective Differential Evolution Algorithm Based on Fast Sorting and a Novel Constraints Handling Technique Jane Jing Liang, B. Zheng, Boyang Qu and H. Song 4:40PM A Mutation and Crossover Adaptation Mechanism for Differential Evolution Algorithm Johanna Aalto and Jouni Lampinen 5:00PM An Analysis of the Automatic Adaptation of the Crossover Rate in Differential Evolution Carlos Segura, Carlos A. Coello Coello, Eduardo Segredo and Coromoto Leon 5:20PM Self-Adaptive Differential Evolution with Local Search Chains for Real-Parameter Single-Objective Optimization A. K. Qin, Ke Tang, Hong Pan and Siyu Xia 5:40PM Trading-Off Simulation Fidelity and Optimization Accuracy in Air-Traffic Experiments using Differential Evolution Rubai Amin, Jiangjun Tang, Mohamed Ellejmi, Stephen Kirby and Hussein Abbass Special Session: MoE2-3 Evolutionary Computation in Combinatorial Optimization, Chair: Rong Qu, Room: 203C ............................................................................................................................................... 333 4:00PM A Hybrid Discrete Particle Swarm Optimisation Method for Grid Computation Scheduling Stephen Bennett, Su Nguyen and Mengjie Zhang 4:20PM A Combinatorial Algorithm for the Cardinality Constrained Portfolio Optimization Problem Tianxiang Cui, Shi Cheng and Ruibin Bai 4:40PM Using Harmony Search with Multiple Pitch Adjustment Operators for the Portfolio Selection Problem Nasser R. Sabar and Graham Kendall 5:00PM Genetic Algorithm with Self-Adaptive Mutation Controlled by Chromosome Similarity Daniel Smullen, Jonathan Gillett, Joseph Heron and Shahryar Rahnamayan 5:20PM Chemical Reaction Optimization for the Set Covering Problem James J.Q. Yu, Albert Y.S. Lam and Victor O.K. Li 5:40PM Aircraft Landing Problem Using Hybrid Differential Evolution and Simple Descent Algorithm Nasser R. Sabar and Graham Kendall Special Session: MoE2-4 Artificial Bee Colony Algorithms and their Applications, Chair: Swagatam Das and M. Fatih Tasgetiren, Room: 203D .............................................................................................................. 334 4:00PM Search-Evasion Path Planning for Submarines Using the Artificial Bee Colony Algorithm Bai Li, Raymond Chiong and Ligang Gong 4:20PM A Bee Colony Algorithm for Routing Guided Automated Battery-Operated Electric Vehicles in Personal Rapid Transit Systems Ezzeddine Fatnassi, Olfa Chebbi and Jouhaina Chaouachi 4:40PM A Novel Hybrid Approach for Curriculum Based Course Timetabling Problem Cheng Weng Fong, Hishammuddin Asmuni, Way Shen Lam, Barry McCollum and Paul McMullan
  • 61. 129 5:00PM A Discrete Artificial Bee Colony Algorithm for the Economic Lot Scheduling Problem with Returns Onder Bulut and M. Fatih Tasgetiren 5:20PM Artificial Bee Colony for Workflow Scheduling Yun-Chia Liang, Hsiang-Ling Chen and Yung-Hsiang Nien 5:40PM Cooperation Mechanism For Distributed Resource Scheduling Through Artificial Bee Colony Based Self-Organized Scheduling System Ana Madureira, Bruno Cunha and Ivo Pereira 6:00PM Particle Swarm Optimization with Population Adaptation Nanda Dulal Jana, Swagatam Das and Jaya Sil Tuesday, July 8, 1:30PM-3:30PM ............................................................................. 336 Special Session: TuE1-1 Evolutionary Computation for Planning and Scheduling, Chair: Jian Xiong, Room: 203A ............................................................................................................................................... 336 1:30PM A Benchmark Generator for Dynamic Capacitated Arc Routing Problems Min Liu, Hemant Singh and Tapabrata Ray 1:50PM A Co-Evolutionary Teaching-Learning-Based Optimization Algorithm for Stochastic RCPSP Huanyu Zheng, Ling Wang and Shengyao Wang 2:10PM A Memetic Algorithm with a New Split Scheme for Solving Dynamic Capacitated Arc Routing Problems Min Liu, Hemant Singh and Tapabrata Ray 2:30PM Agile Earth Observing Satellites Mission Planning Using Genetic Algorithm Based on High Quality Initial Solutions Zang Yuan, Yingwu Chen and Renjie He 2:50PM Behavioral Learning of Aircraft Landing Sequencing Using a Society of Probabilistic Finite State Machines Jiangjun Tang and Hussein Abbass 3:10PM Evolving Machine-Specific Dispatching Rules for a Two-Machine Job Shop using Genetic Programming Rachel Hunt, Mark Johnston and Mengjie Zhang Special Session: TuE1-2 Swarm Intelligence for Real-World Engineering Optimization, Chair: Boyang Qu, Room: 203B ............................................................................................................................................... 337 1:30PM An Enhanced Non-Dominated Sorting Based Fruit Fly Optimization Algorithm for Solving Environmental Economic Dispatch Problem Xiaolong Zheng, Ling Wang and Shengyao Wang 1:50PM Particle Swarm Optimization for Integrated Yard Truck Scheduling and Storage Allocation Problem Ben Niu, Ting Xie, Qiqi Duan and Lijing Tan 2:10PM Similarity- and Reliability-Assisted Fitness Estimation for Particle Swarm Optimization of Expensive Problems Tong Liu, Chaoli Sun, Jianchao Zeng and Yaochu Jin 2:30PM Binary Bacterial Foraging Optimization for Solving 0/1 Knapsack Problem Ben Niu and Ying Bi 2:50PM A Discrete Artificial Bee Colony Algorithm for the Parallel Machine Scheduling Problem in DYO Painting Company Damla Kizilay, M. Fatih Tasgetiren, Onder Bulut and Bilgehan Bostan 3:10PM Locality-Sensitive Hashing Based Multiobjective Memetic Algorithm for Dynamic Pickup and Delivery Problems Fangxiao Wang, Yuan Gao and Zexuan Zhu
  • 62. 130 Special Session: TuE1-3 Complex Networks and Evolutionary Computation, Chair: Jing Liu, Room: 203C .................................................................................................................................................................. 338 1:30PM A Compression Optimization Algorithm for Community Detection Jianshe Wu, Lin Yuan, Qingliang Gong, Wenping Ma, Jingjing Ma and Yangyang Li 1:50PM Decomposition Based Multiobjective Evolutionary Algorithm for Collaborative Filtering Recommender Systems Shanfeng Wang, Maoguo Gong, Lijia Ma, Qing Cai and Licheng Jiao 2:10PM A Memetic Algorithm Using Local Structural Information for Detecting Community Structure in Complex Networks Caihong Mu, Jin Xie, Ruochen Liu and Licheng Jiao 2:30PM Ant Colony Clustering Based on Sampling for Community Detection Xiangjing Song, Junzhong Ji, Cuicui Yang and Xiuzhen Zhang 2:50PM A Differential Evolution Box-Covering Algorithm for Fractal Dimension on Complex Networks Li Kuang, Zhiyong Zhao, Feng Wang, Yuanxiang Li, Fei Yu and Zhijie Li 3:10PM An Intelligent Ant Colony Optimization for Community Detection in Complex Networks Caihong Mu, Jian Zhang and Licheng Jiao Special Session: TuE1-4 Evolutionary Algorithms with Statistical and Machine Learning Techniques, Chair: Aimin Zhou, Room: 203D ............................................................................................................... 339 1:30PM HMOEDA_LLE: A Hybrid Multi-Objective Estimation of Distribution Algorithm Combining Locally Linear Embedding Yuzhen Zhang, Guangming Dai, Lei Peng and Maocai Wang 1:50PM Behavioral Study of the Surrogate Model-Aware Evolutionary Search Framework Bo Liu, Qin Chen, Qingfu Zhang, Georges Gielen and Vic Grout 2:10PM A Clustering Based Multiobjective Evolutionary Algorithm Hu Zhang, Shenmin Song, Aimin Zhou and Xiao-Zhi Gao 2:30PM Creating Stock Trading Rules Using Graph-Based Estimation of Distribution Algorithm Xianneng Li, Wen He and Kotaro Hirasawa 2:50PM Grammar Based Genetic Programming with Bayesian Network Pak-Kan Wong, Leung-Yau Lo, Man-Leung Wong and Kwong-Sak Leung 3:10PM A First Attempt on Evolutionary Prototype Reduction for Nearest Neighbor One-Class Classification Bartosz Krawczyk, Isaac Triguero, Salvador Garcia, Michal Wozniak and Francisco Herrera Tuesday, July 8, 3:30PM-6:00PM ............................................................................. 340 Poster Session: PE2 Poster Session II, Chair: Tadahiko Murata, Room: Posters Area (Level 2) ................. 340 P301 A Multi-Swarm Particle Swarm Optimization with Orthogonal Learning for Locating and Tracking Multiple Optima in Dynamic Environments Ruochen Liu, Xu Niu and Licheng Jiao P302 Regression Ensemble with PSO Algorithms Based Fuzzy Integral James Liu, Yulin He and Yanxing Hu P303 An Improved Quantum-Behaved Particle Swarm Optimization Based on Linear Interpolation Shouyong Jiang and Shengxiang Yang P304 Evolving Hierarchical Gene Regulatory Networks for Morphogenetic Pattern Formation of Swarm Robotics Hyondong Oh and Yaochu Jin P305 Avoiding Decoys in Multiple Targets Searching Problems Using Swarm Robotics Zhongyang Zheng, Junzhi Li, Jie Li and Ying Tan P306 Particle Swarm Optimization for Integrity Monitoring in BDS/DR Based Railway Train Positioning Jiang Liu, Bai-gen Cai and Jian Wang
  • 63. 131 P307 Learning and Evolution of Genetic Network Programming with Knowledge Transfer Xianneng Li, Wen He and Kotaro Hirasawa P308 An Improved JADE Algorithm for Global Optimization Ming Yang, Zhihua Cai, Changhe Li and Jing Guan P309 Characterizing the Impact of Selection on the Evolution of Cooperation in Complex Networks Shasha Feng, Shaolin Tan and Jinhu Lu P310 A Tabu Search Heuristic for the Single Row Layout Problem with Shared Clearances Meng Yu, Xingquan Zuo and Chase C. Murray P311 A Weighting-Based Local Search Heuristic Algorithm for the Set Covering Problem Chao Gao, Thomas Weise and Jinlong Li P312 Parallelization for Space Trajectory Optimization Martin Schlueter and Masaharu Munetomo P313 Optimal Approximation of Stable Linear Systems with a Novel and Efficient Optimization Algorithm Qiaoyong Jiang, Lei Wang, Xinhong Hei, Rong Fei, Dongdong Yang, Feng Zou, Hongye Li and Zijian Cao P314 Extending Minimum Population Search Towards Large Scale Global Optimization Antonio Bolufe-Rohler and Stephen Chen P315 A New Penalty Function Method for Constrained Optimization Using Harmony Search Algorithm Biao Zhang, Jun-hua Duan, Hong-yan Sang, Jun-qing Li and Hui Yan P316 Scatter Search Algorithm with Chaos Based Stochasticity Donald Davendra, Roman Senkerik, Ivan Zelinka and Michal Pluhacek P317 Co-Operation of Biology Related Algorithms Meta-Heuristic in ANN-Based Classifiers Design Shakhnaz Akhmedova and Eugene Semenkin P318 Scientific Algorithms for the Car Renter Salesman Problem Denis Felipe, Elizabeth Goldbarg and Marco Goldbarg P319 A Proposal on Analysis Support System Based on Association Rule Analysis for Non-Dominated Solutions Shinya Watanabe, Yuta Chiba and Masahiro Kanazaki P320 GEAS: A GA-ES-Mixed Algorithm for Parameterized Optimization Problems - Using CLS Problem as an Example Xing Zhou, Wei Peng and Bo Yang P321 Application of Computational Intelligence for Source Code Classification Marcos Alvares, Fernando Buarque and Tshilidzi Marwala P322 Genetic Algorithm with Spatial Receding Horizon Control for the Optimization of Facility Locations Xiao-Bing Hu and Mark S Leeson P323 Tuning a Multiple Classifier System for Side Effect Discovery Using Genetic Algorithms Jenna Reps, Uwe Aickelin and Jonathan Garibaldi P324 Cooperation with Potential Leaders in Evolutionary Game Study of Networking Agents Jianlei Zhang, Chunyan Zhang, Tianguang Chu and Ming Cao P325 Multi-Objective Optimization Model Based on Steady Degree for Teaching Building Evacuation Pengfei Duan, Shengwu Xiong, Zhongbo Hu, Qiong Chen and Xinlu Zhong P326 Evolutionary Clustering Algorithm for Community Detection Using Graph-Based Information Gema Bello-Orgaz and David Camacho P327 Applying Conversion Matrix to Robots for Imitating Motion Using Genetic Algorithms Mari Nishiyama and Hitoshi Iba P328 Optimization of Combinational Logic Circuits Through Decomposition of Truth Table and Evolution of Sub-Circuits Francisco Manfrini, Helio Barbosa and Heder Bernadino
  • 64. 132 P329 Reordering Dimensions for Radial Visualization of Multidimensional Data - A Genetic Algorithms Approach Binh Huynh Thi Thanh, Long Tran Van, Hoai Nguyen Xuan, Anh Nguyen Duc and Truong Pham Manh P330 An Evolutionary Approach for Combining Results of Recommender Systems Techniques Based on Collaborative Filtering Edjalma Queiroz Silva, Celso Goncalves Camilo-Junior, Luiz Mario Lustosa Pascoal and Thierson Couto Rosa Tuesday, July 8, 4:00PM-6:00PM ............................................................................. 345 Special Session: TuE2-1 Nature-Inspired Constrained Optimization, Chair: Helio Barbosa, Room: 203A .. 345 4:00PM Differential Evolution with a Species-Based Repair Strategy for Constrained Optimization Chenyang Bu, Wenjian Luo and Tao Zhu 4:20PM Differential Evolution with Combined Variants for Dynamic Constrained Optimization Maria-Yaneli Ameca-Alducin, Efren Mezura-Montes and Nicandro Cruz-Ramirez 4:40PM Solving Problems with a Mix of Hard and Soft Constraints Using Modified Infeasibility Driven Evolutionary Algorithm (IDEA-M) Hemant Singh, Md. Asafuddoula and Tapabrata Ray 5:00PM Differential Evolution with a Constraint Consensus Mutation for Solving Optimization Problems Noha Hamza, Ruhul Sarker and Daryl Essam 5:20PM Constraint Handling in Agent-Based Optimization by Independent Sub-Swarms Daniel Poole, Christian Allen and Thomas Rendall 5:40PM United Multi-Operator Evolutionary Algorithms Saber Elsayed, Ruhul Sarker and Daryl Essam Special Session: TuE2-2 Computational Intelligence in Bioinformatics, Chair: Michael G. Epitropakis, Room: 203B ............................................................................................................................................... 346 4:00PM A Memetic Hybrid Method for the Molecular Distance Geometry Problem with Incomplete Information Marco S. Nobile, Andrea G. Citrolo, Paolo Cazzaniga, Daniela Besozzi and Giancarlo Mauri 4:20PM GAMI-CRM: Using De Novo Motif Inference to Detect Cis-Regulatory Modules Jeffrey A. Thompson and Clare Bates Congdon 4:40PM An Immune Network Approach to Learning Qualitative Models of Biological Pathways Wei Pang and George Coghill 5:00PM Multi-Dimensional Scaling and MODELLER-Based Evolutionary Algorithms for Protein Model Refinement Yan Chen, Yi Shang and Dong Xu 5:20PM A Modified Bat Algorithm to Predict Protein-Protein Interaction Network Archana Chowdhury, Pratyusha Rakshit, Amit Konar and Atulya Nagar 5:40PM Evolutionary Algorithms Applied to Likelihood Function Maximization During Poisson, Logistic, and Cox Proportional Hazards Regression Analysis Leif Peterson Special Session: TuE2-3 Single Objective Numerical Optimization I, Chair: Qingfu Zhang and Bo Liu, Room: 203C ............................................................................................................................................... 347 4:00PM A Surrogate-Assisted Differential Evolution Algorithm with Dynamic Parameters Selection for Solving Expensive Optimization Problems Saber Elsayed, Tapabrata Ray and Ruhul Sarker 4:20PM A Hybrid Surrogate Based Algorithm (HSBA) to Solve Computationally Expensive Optimization Problems Hemant Singh, Amitay Isaacs and Tapabrata Ray
  • 65. 133 4:40PM Evaluating the Performance of Group Counseling Optimizer on CEC 2014 Problems for Computational Expensive Optimization Subhodip Biswas, Mohammad A. Eita, Swagatam Das and Athanasios V. Vasilakos 5:00PM Solving the IEEE-CEC 2014 Expensive Optimization Test Problems by Using Single-Particle MVMO Istvan Erlich, Jose L. Rueda and Sebastian Wildenhues 5:20PM SO-MODS: Optimization for High Dimensional Computationally Expensive Multi-Modal Functions with Surrogate Search Tipaluck Krityakierne, Juliane Mueller and Christine Shoemaker Special Session: TuE2-4 Data Mining and Machine Learning Meet Evolutionary Computation, Chair: Zhun Fan, Room: 203D ....................................................................................................................................... 347 4:00PM An Evolutionary Multi-Objective Approach for Prototype Generation Alejandro Rosales-Perez, Hugo Jair Escalante, Carlos A. Coello Coello, Jesus A. Gonzalez and Carlos A. Reyes-Garcia 4:20PM Use EMO to Protect Sensitive Knowledge in Association Rule Mining by Removing Items Peng Cheng, Jeng-Shyang Pan and Chun-Wei Lin 4:40PM An Online Evolutionary Rule Learning Algorithm with Incremental Attribute Discretization Essam Debie, Kamran Shafi, Kathryn Merrick and Chris Lokan 5:00PM An External Archive Guided Multiobjective Evolutionary Approach Based on Decomposition for Continuous Optimization Yexing Li, Xinye Cai, Zhun Fan and Qingfu Zhang 5:20PM Multi-Objective Differential Evolution with Leadership Enhancement (MODEL) Farid Bourennani, Shahryar Rahnamayan and Greg F. Naterer 5:40PM On the Performance of Classification Algorithms for Learning Pareto-Dominance Relations Sunith Bandaru, Amos Ng and Kalyanmoy Deb Wednesday, July 9, 1:30PM-3:30PM ........................................................................ 349 WeE1-1 Multi-Objective Evolutionary Algorithms I, Chair: Kalyanmoy Deb, Room: 203A ....................... 349 1:30PM A Review of Hybrid Evolutionary Multiple Criteria Decision Making Methods Robin Purshouse, Kalyanmoy Deb, Maszatul M. Mansor, Sanaz Mostaghim and Rui Wang 1:50PM MOEA/D with Tabu Search for Multiobjective Permutation Flow Shop Scheduling Problems Ahmad Alhindi and Qingfu Zhang 2:10PM Online Objective Reduction for Many-Objective Optimization Problems Yiu-ming Cheung and Fangqing Gu 2:30PM Diversity Preservation with Hybrid Recombination for Evolutionary Multiobjective Optimization Sen Bong Gee and Kay Chen Tan 2:50PM An Evolutionary Approach to the Solution of Multi-Objective Min-Max Problems in Evidence-Based Robust Optimization Simone Alicino and Massimiliano Vasile 3:10PM Kriging Model Based Many-Objective Optimization with Efficient Calculation of Expected Hypervolume Improvement Chang Luo, Koji Shimoyama and Shigeru Obayashi WeE1-2 Evolutionary Games and Multi-Agent Systems, Chair: Hussein Abbass, Room: 203B .................. 350 1:30PM Effects of Ensemble Action Selection on the Evolution of Iterated Prisoner's Dilemma Game Strategies Takahiko Sudo, Yusuke Nojima and Hisao Ishibuchi 1:50PM The Structure of a Probabilistic 2-State Finite Transducer Representation for Prisoner's Dilemma Jeffrey Tsang 2:10PM Competitive Coevolutionary Training of Simple Soccer Agents from Zero Knowledge Christiaan Scheepers and Andries Engelbrecht
  • 66. 134 2:30PM Online Generation of Trajectories for Autonomous Vehicles Using a Multi-Agent System Garrison Greenwood, Saber Elsayed, Ruhul Sarker and Hussein Abbass 2:50PM A Cooperative Coevolutionary Approach to Multi-Robot Formation Control Seung-Mok Lee and Hyun Myung 3:10PM Graph Centrality Measures and the Robustness of Cooperation Menglin Li and Colm O'Riordan Special Session: WeE1-3 Hybrid Evolutionary Computational Methods for Complex Optimization Problems, Chair: Kit Yan Chan, Room: 203C ............................................................................................................ 351 1:30PM Non-Invasive Detection of Hypoglycemic Episodes in Type1 Diabetes Using Intelligent Hybrid Rough Neural System Sai Ho Ling, Phyo Phyo San, Hak Keung Lam and Hung Nguyen 1:50PM Image Deblurring Using a Hybrid Optimization Algorithm Kit Yan Chan, N. Rajakaruna, C. Rathnayake and I. Murray 2:10PM An Algorithm for Scalable Clustering: Ensemble Rapid Centroid Estimation Mitchell Yuwono, Steven W. Su, Bruce D. Moulton, Ying Guo and Hung T. Nguyen 2:30PM Evolutionary Regional Network Modeling for Efficient Engineering Optimization Jyh-Cheng Yu and Zhi-Fu Liang 2:50PM Quantum Bacterial Foraging Optimization Algorithm Fei Li, Yuting Zhang and Haibo Li 3:10PM A Cultural Algorithm for Spatial Forest Harvest Scheduling Wan-Yu Liu and Chun-Cheng Lin Special Session: WeE1-4 Large Scale Global Optimization, Chair: Xiaodong Li, Room: 203D ................... 352 1:30PM A Hybrid Adaptive Coevolutionary Differential Evolution Algorithm for Large-Scale Optimization Sishi Ye, Guangming Dai and Lei Peng 1:50PM Cooperative Co-Evolution with a New Decomposition Method for Large-Scale Optimization Sedigheh Mahdavi, Mohammad Ebrahim Shiri and Shahryar Rahnamayan 2:10PM Variable Grouping Based Differential Evolution Using an Auxiliary Function for Large Scale Global Optimization Fei Wei, Yuping Wang and Tingting Zong 2:30PM Solving Dynamic Double-Row Layout Problem via an Improved Simulated Annealing Algorithm Shengli Wang, Xingquan Zuo and Xinchao Zhao 2:50PM Effective Decomposition of Large-Scale Separable Continuous Functions for Cooperative Co-Evolutionary Algorithms Mohammad Nabi Omidvar, Yi Mei and Xiaodong Li 3:10PM Variable Neighborhood Decomposition for Large Scale Capacitated Arc Routing Problem Yi Mei, Xiaodong Li and Xin Yao WeI1-1 Intel Special Session on Big Data Analytics, Chair: Catherine Huang, Room: 311A ....................... 353 1:30PM Practice in Analyzing Corporate Textual Data Phil Tian 1:50PM Intel Hadoop and Its Use Cases Keith Qi 2:10PM Big Data Foundation Platform for Video Analytics Albert Hu 2:30PM Cloud based Air Quality Monitoring at Scale Fred Jiang 2:50PM Big Data Foundation Platform for Video Analytics Demo Albert Hu
  • 67. 135 3:10PM Cloud based Air Quality Monitoring at Scale Demo Fred Jiang Wednesday, July 9, 3:30PM-6:00PM ........................................................................ 353 Poster Session: PE3 Poster Session III, Chair: Tadahiko Murata, Room: Posters Area (Level 2) ................ 353 P501 A New Dynamic Probabilistic Particle Swarm Optimization with Dynamic Random Population Topology Qingjian Ni, Cen Cao and Xushan Yin P502 An Adaptive PSO Based on Motivation Mechanism and Acceleration Restraint Operator Jiangshao Gu and Xuanhua Shi P503 The Enhanced Vector of Convergence for Particle Swarm Optimization Based on Constrict Factor Wei Zhang, Yanan Gao and Chengxing Zhang P504 Evolutionary Semi-Supervised Learning with Swarm Intelligence Xiaohua Xu, Lin Lu, Ping He, Jie Ding and Yongsheng Ju P505 A Fast Restarting Particle Swarm Optimizer Junqi Zhang, Xiong Zhu, Wei Wang and Jing Yao P506 Dimensions Cooperate by Euclidean Metric in Particle Swarm Optimization Zezhou Li, Junqi Zhang, Wei Wang and Jing Yao P507 Biclustering of Gene Expression Data Using Particle Swarm Optimization Integrated with Pattern-Driven Local Search Yangyang Li, Xiaolong Tian, Licheng Jiao and Xiangrong Zhang P508 Simulating the Coevolution of Language and Long-Term Memory Lan Shuai, Zhen Wang and Tao Gong P509 Evolutionary Clustering with Differential Evolution Gang Chen, Wenjian Luo and Tao Zhu P510 Smart Hybrid Genetic Algorithms in the Bandwidth Optimization of a PIFA Antenna Mohammad Riyad Ameerudden and Harry Rughooputh P511 Evolutionary Many-Objective Optimization by MO-NSGA-II with Enhanced Mating Selection Shao-Wen Chen and Tsung-Che Chiang P512 A Niching Two-Layered Differential Evolution with Self-Adaptive Control Parameters Yongxin Luo, Sheng Huang and Jinglu Hu P513 Application of the MOAA for the Optimization of CORAIL Assemblies for Nuclear Reactors Valerio Lattarulo, Benjamin A. Lindley and Geoffrey T. Parks P514 A Hybrid Approach Based on Genetic Algorithms for Solving the Clustered Vehicle Routing Problem Petrica Pop and Camelia Chira P515 Identifying and Exploiting the Scale of a Search Space in Differential Evolution James Montgomery, Stephen Chen and Yasser Gonzalez-Fernandez P516 Enhancing Relevance Re-Ranking Using Nature-Inspired Meta-Heuristic Optimization Algorithms Amel Ksibi, Anis Ben Ammar and Chokri Ben Amar P517 Can Deterministic Chaos Improve Differential Evolution for the Linear Ordering Problem? Pavel Kromer, Ivan Zelinka and Vaclav Snasel P518 Two Parameter Update Schemes for Recurrent Reinforcement Learning Jin Zhang and Dietmar Maringer P519 Differential Evolution Strategy Based on the Constraint of Fitness Values Classification Zhihui Li, Zhigang Shang, Jane Jing Liang and Boyang Qu P520 A Lagrangian and Surrogate Information Enhanced Tabu Search for the MMKP Skander Htiouech and Sadok Bouamama
  • 68. 136 P521 Estimation of Distribution Algorithms Based Unmanned Aerial Vehicle Path Planner Using a New Coordinate Peng Yang, Ke Tang and Jose Antonio Lozano P522 An Uncultivated Wolf Pack Algorithm for High-Dimensional Functions and Its Application in Parameters Optimization of PID Controller Husheng Wu, Fengming Zhang and Lushan Wu P523 On the Inference of Deterministic Chaos: Evolutionary Algorithm and Metabolic P System Approaches Luca Marchetti, Vincenzo Manca and Ivan Zelinka P524 A New Method and Application for Controlling the Steady-State Probability Distributions of Probabilistic Boolean Networks Meng Yang, Rui Li and Tianguang Chu P525 Evolutionary Community Detection in Social Networks Tiantian He and Keith C.C. Chan P526 Experiments in Program Synthesis with Grammatical Evolution: A Focus on Integer Sorting Michael O'Neill, Miguel Nicolau and Alexandros Agapitos P527 A Social-Evolutionary Approach to Compose a Similarity Function Used on Event Recommendation Luiz Mario Lustosa Pascoal, Celso Goncalves Camilo-Junior, Edjalma Queiroz Silva and Thierson Couto Rosa P528 Applying Evolutionary Computation for Evolving Ontologies Oliviu Matei, Diana Contras and Petrica Pop Wednesday, July 9, 4:00PM-6:00PM ........................................................................ 357 Special Session: WeE2-1 Evolutionary Computation in Dynamic and Uncertain Environments, Chair: Michalis Mavrovouniotis, Room: 203A ........................................................................................... 357 4:00PM Find Robust Solutions Over Time by Two-Layer Multi-Objective Optimization Method Yinan Guo, Meirong Chen, Haobo Fu and Yun Liu 4:20PM Niching-Based Self-adaptive Ensemble DE with MMTS for Solving Dynamic Optimization Problems Sheldon Hui and Ponnuthurai Nagaratnam Suganthan 4:40PM Interactive and Non-Interactive Hybrid Immigrants Schemes for Ant Algorithms in Dynamic Environments Michalis Mavrovouniotis and Shengxiang Yang 5:00PM What Are Dynamic Optimization Problems? Haobo Fu, Peter Lewis, Bernhard Sendhoff, Ke Tang and Xin Yao 5:20PM A Dynamic History-Driven Evolutionary Algorithm Chi Kin Chow and Shiu Yin Yuen 5:40PM Adaptive Particle Swarm Optimization with Variable Relocation for Dynamic Optimization Problems Zhi-Hui Zhan and Jun Zhang Special Session: WeE2-2 Intelligent Design for Reliable Cloud Computing, Chair: Wei-Chang Yeh, Room: 203B ............................................................................................................................................... 359 4:00PM Macroscopic Indeterminacy Swarm Optimization (MISO) Algorithm for Real-Parameter Search Po-Chun Chang and Xiangjian He 4:20PM A Cooperative Honey Bee Mating Algorithm and Its Application in Multi-Threshold Image Segmentation Yunzhi Jiang, Zhenlun Yang, Zhifeng Hao, Yinglong Wang and Huojiao He 4:40PM A RFID Network Design Methodology for Decision Problem in Health Care Chun-Hua Chou, Huang Chia-Ling and Po-Chun Chang 5:00PM Pareto Simplified Swarm Optimization for Grid-Computing Reliability and Service Makspan in Grid-RMS Wei Shang-Chia, Yeh Wei-Chang and Yen Tso-Jung
  • 69. 137 5:20PM A New Grouping Genetic Algorithm for the MapReduce Placement Problem in Cloud Computing Xiaoyong Xu and Maolin Tang 5:40PM Composite SaaS Scaling in Cloud Computing Using a Hybrid Genetic Algorithm Zeratul Mohd Yusoh and Maolin Tang Special Session: WeE2-3 Single Objective Numerical Optimization II, Chair: Jane Jing Liang and Boyang Qu, Room: 203C ............................................................................................................................................... 360 4:00PM A Differential Evolution with Replacement Strategy for Real-Parameter Numerical Optimization Changjian Xu, Han Huang and ShuJin Ye 4:20PM Evaluating the Mean-Variance Mapping Optimization on the IEEE-CEC 2014 Test Suite Istvan Erlich, Jose L. Rueda and Sebastian Wildenhues 4:40PM Influence of Regions on the Memetic Algorithm for the Special Session on Real-Parameter Single Objetive Optimisation Daniel Molina, Benjamin Lacroix and Francisco Herrera 5:00PM Analysis and Classification of Optimisation Benchmark Functions and Benchmark Suites Robert Garden and Andries Engelbrecht 5:20PM Testing United Multi-Operator Evolutionary Algorithms on the CEC2014 Real-Parameter Numerical Optimization Saber Elsayed, Ruhul Sarker, Daryl Essam and Noha Hamza 5:40PM Improving the Search Performance of SHADE Using Linear Population Size Reduction Ryoji Tanabe and Alex Fukunaga WeE2-4 Learning Classifier Systems, Chair: Hisao Ishibuchi, Room: 203D ............................................... 360 4:00PM Towards Better Generalization in Pittsburgh Learning Classifier Systems Shubhra Kanti Karmaker Santu, Md. Mustafizur Rahman, Md. Monirul Islam and Kazuyuki Murase 4:20PM GP-Based Kernel Evolution for L2-Regularization Networks Simone Scardapane, Danilo Comminiello, Michele Scarpiniti and Aurelio Uncini 4:40PM Generalized Classifier System: Evolving Classifiers with Cyclic Conditions Xianneng Li, Wen He and Kotaro Hirasawa 5:00PM Applying LCS to Affective Images Classification in Spatial-Frequency Domain Po-Ming Lee and Tzu-Chien Hsiao 5:20PM A Novel Genetic Algorithm Approach for Simultaneous Feature and Classifier Selection in Multi Classifier System Tien Thanh Nguyen, Alan Wee-Chung Liew, Minh Toan Tran, Xuan Cuong Pham and Mai Phuong Nguyen 5:40PM Lookup Table Partial Reconfiguration for an Evolvable Hardware Classifier System Kyrre Glette and Paul Kaufmann Special Session: WeC2-1 CIS and WCCI Competition Session, Chair: Swagatam Das and Alessandro Sperduti, Room: 311A ................................................................................................................................ 362 4:00PM IEEE CIS Ghosts Challenge 2013 Alessandro Sperduti 4:45PM Evolutionary Computation for Dynamic Optimization Problems Changhe Li, Michalis Mavrovouniotis, Shengxiang Yang and Xin Yao 5:10PM Optimization of Problems with Multiple Interdependent Components Sergey Polyakovskiy, Markus Wagner, Mohammad Reza Bonyadi, Frank Neumann and Zbigniew Michalewicz 5:35PM First Neural Connectomics Challenge: From Imaging to Connectivity Demian Battaglia
  • 70. 138 Thursday, July 10, 1:30PM-3:30PM .......................................................................... 362 ThE1-1 Ant Colony Optimization, Chair: Andries Engelbrecht, Room: 203A ............................................ 362 1:30PM Ant Colony Optimization and Hypergraph Covering Problems Ankit Pat 1:50PM Confidence-Based Ant Random Walks Ping He, Ling Lu, Xiaohua Xu, Kanwen Li, Heng Qian and Wei Zhang 2:10PM The Coupled EigenAnt Algorithm for Shortest Path Problems Eugenius Kaszkurewicz, Amit Bhaya, Jayadeva Jayadeva and Joao Marcos Meirelles da Silva 2:30PM Accelerating Ant Colony Optimization-Based Edge Detection on the GPU Using CUDA Laurence Dawson and Iain Stewart 2:50PM Absorption in Model-Based Search Algorithms for Combinatorial Optimization Zijun Wu and Michael Kolonko 3:10PM Elitism-Based Immigrants for Ant Colony Optimization in Dynamic Environments: Adapting the Replacement Rate Michalis Mavrovouniotis and Shengxiang Yang ThE1-2 Opposition-Based Learning and Differential Evolution, Chair: Shahryar Rahnamayan, Room: 203B .................................................................................................................................................................. 363 1:30PM Gaussian Adaptation Based Parameter Adaptation for Differential Evolution Rammohan Mallipeddi, Guohua Wu, Minho Lee and Ponnuthurai Nagaratnam Suganthan 1:50PM Toward Using Type-II Opposition in Optimization Hojjat Salehinejad, Shahryar Rahnamayan and Hamid R. Tizhoosh 2:10PM Improved Differential Evolution with Adaptive Opposition Strategy Huichao Liu, Zhijian Wu, Hui Wang, Shahryar Rahnamayan and Changshou Deng 2:30PM Differential Evolution Assisted by a Surrogate Model for Bilevel Programming Problems Jaqueline Angelo, Eduardo Krempser and Helio Barbosa 2:50PM Adaptive Inflationary Differential Evolution Edmondo Minisci and Massimiliano Vasile 3:10PM Computing Opposition by Involving Entire Population Shahryar Rahnamayan, Jude Jesuthasan, Farid Bourennani, Hojjat Salehinejad and Greg F. Naterer ThE1-3 Genetic Programming, Chair: Michael O'Neill, Room: 203C ......................................................... 364 1:30PM Adaptive Genetic Network Programming Xianneng Li, Wen He and Kotaro Hirasawa 1:50PM Evolving Exact Integer Algorithms with Genetic Programming Thomas Weise, Mingxu Wan, Ke Tang and Xin Yao 2:10PM A Sequential Genetic Programming Method to Learn Forward Construction Heuristics for Order Acceptance and Scheduling Su Nguyen, Mengjie Zhang and Mark Johnston 2:30PM Anomaly Detection in Crowded Scenes Using Genetic Programming Cheng Xie and Lin Shang 2:50PM A Genetic Programming Approach to Distributed QoS-Aware Web Service Composition Yang Yu, Hui Ma and Mengjie Zhang 3:10PM Generating Lambda Term Individuals in Typed Genetic Programming Using Forgetful A* Tomas Kren and Roman Neruda
  • 71. 139 ThE1-4 Heuristics, Metaheuristics and Hyper-heuristics I, Chair: Graham Kendall, Room: 203D ............. 365 1:30PM AIRP: A Heuristic Algorithm for Solving the Unrelated Parallel Machine Scheduling Problem Luciano Perdigao Cota, Matheus Nohra Haddad, Marcone Jamilson Freitas Souza and Vitor Nazario Coelho 1:50PM Heuristic Space Diversity Management in a Meta-Hyper-Heuristic Framework Jacomine Grobler, Andries Engelbrecht, Graham Kendall and V.S.S. Yadavalli 2:10PM An Improved Bilevel Evolutionary Algorithm Based on Quadratic Approximations Ankur Sinha, Pekka Malo and Kalyanmoy Deb 2:30PM A Cooperative Approach between Metaheuristic and Branch-and-Price for the Team Orienteering Problem with Time Windows Liangjun Ke 2:50PM Hyper-Heuristics with Penalty Parameter Adaptation for Constrained Optimization Yu-Jun Zheng, Bei Zhang and Zhen Cheng 3:10PM Control of Numeric and Symbolic Parameters with a Hybrid Scheme Based on Fuzzy Logic and Hyper-heuristics Eduardo Segredo, Carlos Segura and Coromoto Leon Industrial Session: ThE1-5 Computational Intelligence on Predictive Maintenance and Optimization, Chair: Shiji Song and Christoph Hametner, Room: 303 ............................................................................. 366 1:30PM A Decomposition-Based Algorithm for Dynamic Economic Dispatch Problems Eman Sayed, Daryl Essam, Ruhul Sarker and Saber Elsayed 1:50PM Minimizing Makespan for a No-Wait Flowshop Using Tabu Mechanism Improved Iterated Greedy Algorithm Jianya Ding, Shiji Song, Rui Zhang and Cheng Wu 2:10PM Black-Hole PSO and SNO for Electromagnetic Optimization Matteo Ruello, Francesco Grimaccia, Marco Mussetta and Riccardo E. Zich 2:30PM Dynamic Neural Networks for Jet Engine Degradation Prediction and Prognosis S. Kiakojoori and K. Kiakojoori 2:50PM Recognition of Sintering State in Rotary Kiln Using a Robust Extreme Learning Machine Hua Chen, Jing Zhang, Xiaogang Zhang and Hongping Hu 3:10PM Model Based Lithium Ion Cell Ageing Data Analysis Christoph Hametner, Wenzel Prochazka, Amra Suljanovic and Stefan Jakubek Thursday, July 10, 3:30PM-6:00PM .......................................................................... 367 Poster Session: PE4 Poster Session IV, Chair: Tadahiko Murata, Room: Posters Area (Level 2) ................ 367 P701 Dynamic Multi-Objective Optimization Using Charged Vector Evaluated Particle Swarm Optimization Kyle Harrison, Beatrice Ombuki-Berman and Andries Engelbrecht P702 A New Self-Adaptive PSO Based on the Identification of Planar Regions Eddy Mesa, Juan David Velasquez and Patricia Jaramillo P703 PSO-Based Evacuation Simulation Framework Pei-Chuan Tsai, Chih-Ming Chen and Ying-ping Chen P704 PSO-Based Update Memory for Improved Harmony Search Algorithm to the Evolution of FBBFNT' Parameters Souhir Bouaziz, Adel M. Alimi and Ajith Abraham P705 Fuzzy Multiobjective Differential Evolution Using Performance Metrics Feedback Chatkaew Jariyatantiwait and Gary Yen P706 Multiobjective Evolutionary Algorithm Portfolio: Choosing Suitable Algorithm for Multiobjective Optimization Problem Shiu Yin Yuen and Xin Zhang
  • 72. 140 P707 A Novel Algorithm for Many-Objective Dimension Reductions: Pareto-PCA-NSGA-II Ronghua Shang, Kun Zhang and Licheng Jiao P708 An Experimental Analysis of Evolutionary Algorithms for the Three-Objective Oil Derivatives Distribution Problem Thatiana Souza, Elizabeth Goldbarg and Marco Goldbarg P709 A New Strategy for Finding Good Local Guides in MOPSO Man Fai Leung, Sin Chun Ng, Chi Chung Cheung and Andrew K Lui P710 An Inter-Molecular Adaptive Collision Scheme for Chemical Reaction Optimization James J.Q. Yu, Victor O.K. Li and Albert Y.S. Lam P711 Analysis of Constraint Handling Methods for the Gravitational Search Algorithm Daniel Poole, Christian Allen and Thomas Rendall P712 Distributed Wireless Sensor Scheduling for Multi-Target Tracking Based on Matrix-Coded Parallel Genetic Algorithm Zixing Cai, Sha Wen and Lijue Liu P713 Effect of Pseudo Gradient on Differential Evolutionary for Global Numerical Optimization Jinliang Ding, Lipeng Chen, Qingguang Xie, Tianyou Chai and Xiuping Zheng P714 Protein Folding Estimation Using Paired-Bacteria Optimizer Mengshi Li, Tianyao Ji, Peter Wu, Shan He and Qinghua Wu P715 A Self-Adaptive Group Search Optimizer with Elitist Strategy Xiang-wei Zheng, Dian-jie Lu and Zhen-hua Chen P716 Optimization Based on Adaptive Hinging Hyperplanes and Genetic Algorithm Jun Xu, Xiangming Xi and Shuning Wang P717 Combining Multipopulation Evolutionary Algorithms with Memory for Dynamic Optimization Problems Tao Zhu, Wenjian Luo and Lihua Yue P718 Micro-Differential Evolution with Vectorized Random Mutation Factor Hojjat Salehinejad, Shahryar Rahnamayan and Hamid R. Tizhoosh P719 Application of BPSO with GA in Model-Based Fault Diagnosis of Traction Substation Song Gao, Zhigang Liu, Chenxi Dai and Xiao Geng P720 Performance of AI Algorithms for Mining Meaningful Roles Xuanni Du and Xiaolin Chang P721 Using Estimation of Distribution Algorithm to Coordinate Decentralized Learning Automata for Meta-Task Scheduling Jie Li and Junqi Zhang P722 A Modular Approach for Query Spotting in Document Images and Its Optimization Using Genetic Algorithms Houssem Chatbri, Paul Kwan and Keisuke Kameyama P723 An Improved Genetic Algorithm for Dynamic Shortest Path Problems Xuezhi Zhu, Wenjian Luo and Tao Zhu P724 A Novel Genetic Algorithm Considering Measures and Phrases for Generating Melody Chia-Lin Wu, Chien-Hung Liu and Chuan-Kang Ting P725 Optimal Sizing of DGs and Storage for Microgrid with Interruptible Load Using Improved NSGA-II Zhe Shi, Yonggang Peng and Wei Wei P726 Lion Algorithm for Standard and Large Scale Bilinear System Identification: A Global Optimization Based on Lion's Social Behavior B. R. Rajakumar P727 Intelligent Search Optimized Edge Potential Function (EPF) Approach to Synthetic Aperture Radar (SAR) Scene Matching Yifei Wang and Jihao Yin
  • 73. 141 Thursday, July 10, 4:00PM-6:00PM .......................................................................... 372 ThE2-1 Multi-Objective Evolutionary Algorithms II, Chair: Robin Purshouse, Room: 203A ..................... 372 4:00PM A Replacement Strategy for Balancing Convergence and Diversity in MOEA/D Zhenkun Wang, Qingfu Zhang, Maoguo Gong and Aimin Zhou 4:20PM A Test Problem for Visual Investigation of High-Dimensional Multi-Objective Search Miqing Li, Shengxiang Yang and Xiaohui Liu 4:40PM MD-MOEA : A New MOEA Based on the Maximin Fitness Function and Euclidean Distances between Solutions Adriana Menchaca-Mendez and Carlos A. Coello Coello 5:00PM Multiobjective Test Problems with Complicated Pareto Fronts: Difficulties in Degeneracy Hui Li, Qingfu Zhang and Jingda Deng 5:20PM A Comparison Study of Binary Multi-Objective Particle Swarm Optimization Approaches for Test Case Selection Luciano Souza, Ricardo Prudencio and Flavia Barros 5:40PM The Effect of Different Local Search Algorithms on the Performance of Multi-Objective Optimizers Martin Pilat and Roman Neruda ThE2-2 Cultural Algorithms and Knowledge Extraction in Evolutionary Algorithms, Chair: Robert G. Reynolds, Room: 203B ............................................................................................................................... 373 4:00PM Cultural Algorithms Applied to the Evolution of Robotic Soccer Team Tactics: A Novel Perspective Mostafa Ali, Abdulmalik Morghem, Jafar AlBadarneh, Rami Al-Gharaibeh, Ponnuthurai Nagaratnam Suganthan and Robert G. Reynolds 4:20PM Cultural Learning for Multi-Agent System and Its Application to Fault Management Teran Juan, Aguilar Jose and Cerrada Mariela 4:40PM Analyzing Prehistoric Hunter Behavior with Cultural Algorithms Samuel Stanley, Thomas Palazzolo and David Warnke 5:00PM GSCA: Reconstructing Biological Pathway Topologies Using a Cultural Algorithms Approach Thair Judeh, Thaer Jayyousi, Lipi Acharya, Robert G. Reynolds and Dongxiao Zhu 5:20PM A Social Metrics Based Process Model on Complex Social System Xiangdong Che and Robert G. Reynolds 5:40PM Online Knowledge-Based Evolutionary Multi-Objective Optimization Bin Zhang, Kamran Shafi and Hussein Abbass Special Session: ThE2-3 Single Objective Numerical Optimization III, Chair: Ponnuthurai Nagaratnam Suganthan and Qin Chen, Room: 203C ...................................................................................................... 374 4:00PM Controlled Restart in Differential Evolution Applied to CEC2014 Benchmark Functions Radka Polakova, Josef Tvrdik and Petr Bujok 4:20PM Non-Uniform Mapping in Real-Coded Genetic Algorithms Yashesh Dhebar, Kalyanmoy Deb and Sunith Bandaru 4:40PM Bandits Attack Function Optimization Preux Philippe, Munos Remi and Valko Michal 5:00PM Differential Evolution with Rotation-Invariant Mutation and Competing-Strategies Adaptation Petr Bujok, Josef Tvrdik and Radka Polakova 5:20PM Partial Opposition-Based Adaptive Differential Evolution Algorithms: Evaluation on the CEC 2014 Benchmark Set for Real-Parameter Optimization Zhongyi Hu, Yukun Bao and Tao Xiong 5:40PM Memetic Differential Evolution Based on Fitness Euclidean-Distance Ratio Jane Jing Liang, Boyang Qu, H. Song and Z. G. Shang
  • 74. 142 ThE2-4 Music, Art, Creativity, Games and Multi-Agent Systems, Chair: Francisco Fernández de Vega, Room: 203D ............................................................................................................................................... 375 4:00PM A Self Organising Map Based Method for Understanding Features Associated with High Aesthetic Value Evolved Abstract Images Allan Campbell, Vic Ciesielski and Karen Trist 4:20PM When Artists Met Evospace-i Francisco Fernandez de Vega, Mario Garcia-Valdez, Lilian Navarro, Cayetano Cruz, Patricia Hernandez, Tania Gallego and J. Vicente Albarran 4:40PM Parallelization of Information Set Monte Carlo Tree Search Nicholas Sephton, Peter Cowling, Edward Powley, Daniel Whitehouse and Nicholas Slaven 5:00PM Comparing Crossover Operators in Neuro-Evolution with Crowd Simulations Sunrise Wang, James Gain and Geoff Nitschke 5:20PM Genotype Coding, Diversity, and Dynamic Environments: A Study on an Evolutionary Neural Network Multi-Agent System Jaime Davila 5:40PM The 2013 Multi-Objective Physical Travelling Salesman Problem Competition Diego Perez, Edward Powley, Daniel Whitehouse, Spyridon Samothrakis, Simon Lucas and Peter Cowling ThE2-5 Real-World Applications I, Chair: Maoguo Gong and Qing Cai, Room: 303.................................. 376 4:00PM Vessel Track Correlation and Association Using Fuzzy Logic and Echo State Networks Hang Shao, Rami Abielmona, Rafael Falcon and Nathalie Japkowicz 4:20PM Automatic Target Recognition Using Multiple-Aspect Sonar Images Xiaoguang Wang, Xuan Liu, Nathalie Japkowicz and Stan Matwin 4:40PM Base Station Switching Problem for Green Cellular Networks with Social Spider Algorithm James J.Q. Yu and Victor O.K. Li 5:00PM Deployment Optimization of Near Space Airships Based on MOEA/D with Local Search Zhao Wang, Maoguo Gong, Qing Cai, Lijia Ma and Licheng Jiao 5:20PM Novel Traffic Signal Timing Adjustment Strategy Based on Genetic Algorithm Hsiao-Yu Tung, Wei-Chiu Ma and Tian-Li Yu 5:40PM Encodings for Evolutionary Algorithms in Smart Buildings with Energy Management Systems Ingo Mauser, Marita Dorscheid, Florian Allerding and Hartmut Schmeck Friday, July 11, 8:10AM-10:10AM ............................................................................. 377 FrE1-1 Differential Evolution, Chair: Carlos Segura, Room: 203A ............................................................ 377 8:10AM Evolving Artificial Datasets to Improve Interpretable Classifiers Michael Mayo and Quan Sun 8:30AM Differential Evolution in Constrained Sampling Problems Gervasio Varela, Pilar Caamano, Felix Orjales, Alvaro Deibe, Fernando Lopez-Pena and Richard Duro 8:50AM Unsupervised Clustering and Multi-Optima Evolutionary Search Vassilis Plagianakos 9:10AM A Novel Differential Evolution (DE) Algorithm for Multi-Objective Optimization Xin Qiu, Jianxin Xu and Kay Chen Tan 9:30AM Differential Evolution Algorithm Applied to Non-Stationary Bandit Problem David L. St-Pierre and Jialin Liu 9:50AM Effects of Population Initialization on Differential Evolution for Large Scale Optimization Borhan Kazimipour, Xiaodong Li and A. K. Qin
  • 75. 143 FrE1-2 Process Mining and Data Mining, Chair: Andrea Burattin, Room: 203B ....................................... 378 8:10AM Declarative Process Discovery with Evolutionary Computing Seppe vanden Broucke, Jan Vanthienen and Bart Baesens 8:30AM Control-Flow Discovery from Event Streams Andrea Burattin, Alessandro Sperduti and Wil M. P. van der Aalst 8:50AM Perturbing Event Logs to Identify Cost Reduction Opportunities: A Genetic Algorithm-Based Approach W.Z. Low, J. De Weerdt, M.T. Wynn, A.H.M. ter Hofstede, Wil M. P. van der Aalst and Seppe vanden Broucke 9:10AM A Clustering-Based Approach for Exploring Sequences of Compiler Optimizations Luiz Martins, Ricardo Nobre, Alexandre Delbem, Eduardo Marques and Joao Cardoso 9:30AM A Study on Non-Correspondence in Spread between Objective Space and Design Variable Space for Trajectory Designing Optimization Problem Toru Yoshida and Tomohiro Yoshikawa 9:50AM Ensemble Bayesian Model Averaging in Genetic Programming Alexandros Agapitos, Michael O'Neill and Anthony Brabazon FrE1-3 Estimation of Distribution Algorithms and Machine Learning, Chair: Jose Antonio Lozano, Room: 203C ............................................................................................................................................... 379 8:10AM Extending Distance-Based Ranking Models in Estimation of Distribution Algorithms Josu Ceberio, Ekhine Irurozki, Alexander Mendiburu and Jose Antonio Lozano 8:30AM Quantum-Inspired Evolutionary Algorithm with Linkage Learning Bo Wang, Hua Xu and Yuan Yuan 8:50AM Investigation on Efficiency of Optimal Mixing on Various Linkage Sets Shih-Ming Wang, Yu-Fan Tung and Tian-Li Yu 9:10AM A Locally Weighted Metamodel for Pre-Selection in Evolutionary Optimization Qiuxiao Liao, Aimin Zhou and Guixu Zhang 9:30AM Use Model Building on Discretization Algorithms for Discrete EDAs to Work on Real-Valued Problems Yi-En Su and Tian-Li Yu 9:50AM Transformation of Input Space Using Statistical Moments: EA-Based Approach Ahmed Kattan, Michael Kampouridis, Yew-Soon Ong and Khalid Mehamdi FrE1-4 Evolutionary Computation Theory and Parameter Optimization, Chair: Yaochu Jin, Room: 203D380 8:10AM A Progressive Random Walk Algorithm for Sampling Continuous Fitness Landscapes Katherine Malan and Andries Engelbrecht 8:30AM Runtime Analysis of Selection Hyper-Heuristics with Classical Learning Mechanisms Fawaz Alanazi and Per Kristian Lehre 8:50AM Particle Swarm Convergence: An Empirical Investigation Christopher Cleghorn and Andries Engelbrecht 9:10AM Phase Transition Particle Swarm Optimization Ji Ma, Junqi Zhang, Wei Wang and Jing Yao 9:30AM Fitness Level Based Adaptive Operator Selection for Cutting Stock Problems with Contiguity Kai Zhang, Thomas Weise and Jinlong Li 9:50AM Parameter Optimization by Means of Statistical Quality Guides in F-Race Ronald Klazar and Andries Engelbrecht FrE1-5 Multimodal Optimization and Population Initialization, Chair: Jonathan Fieldsend, Room: 303 ... 381 8:10AM A Globally Diversified Island Model PGA for Multimodal Optimization Lifeng Zhang and Rong He 8:30AM A Topological Niching Covariance Matrix Adaptation for Multimodal Optimization Marcio Pereira, Mauro Roisenberg and Guenther Neto
  • 76. 144 8:50AM Balancing the Exploration and Exploitation in an Adaptive Diversity Guided Genetic Algorithm Fatemeh Vafaee, Gyorgy Turan, Peter Nelson and Tanya Berger-Wolf 9:10AM Compensate Information from Multimodal Dynamic Landscapes: An Anti-Pathology Cooperative Coevolutionary Algorithm Xingguang Peng, Xiaokang Lei and Kun Liu 9:30AM A Review of Population Initialization Techniques for Evolutionary Algorithms Borhan Kazimipour, Xiaodong Li and A. K. Qin 9:50AM Running Up Those Hills: Multi-Modal Search with the Niching Migratory Multi-Swarm Optimiser Jonathan Fieldsend Friday, July 11, 10:30AM-12:30PM ........................................................................... 382 FrE2-1 Multi-Objective Evolutionary Algorithms III, Chair: Slawomir Wesolkowski, Room: 203A ........... 382 10:30AM Multi-Scenario Optimization Using Multi-Criterion Methods: A Case Study on Byzantine Agreement Problem Ling Zhu, Kalyanmoy Deb and Sandeep Kulkarni 10:50AM Multi-Objective Evolutionary Recurrent Neural Network Ensemble for Prediction of Computational Fluid Dynamic Simulations Christopher Smith, John Doherty and Yaochu Jin 11:10AM TraDE: Training Device Selection Via Multi-Objective Optimization Slawomir Wesolkowski, Nevena Francetic and Stuart Grant 11:30AM Multi-view Clustering of Web Documents Using Multi-Objective Genetic Algorithm Wahid Abdul, Xiaoying Gao and Andreae Peter 11:50AM Visual Examination of the Behavior of EMO Algorithms for Many-Objective Optimization with Many Decision Variables Hiroyuki Masuda, Yusuke Nojima and Hisao Ishibuchi 12:10PM Sensitivity Analysis of Parallel Cell Coordinate System in Many-Objective Particle Swarm Optimization Wang Hu, Gary Yen and Xin Zhang FrE2-2 Numerical Optimization, Chair: Joao M. Sousa, Room: 203B ........................................................ 383 10:30AM Real-Parameter Optimization with OptBees Renato Maia, Leandro de Castro and Walmir Caminhas 10:50AM A Levy Flight-Based Hybrid Artificial Bee Colony Algorithm for Solving Numerical Optimization Problems Hai Shan, Toshiyuki Yasuda and Kazuhiro Ohkura 11:10AM Comparison of Random Number Generators in Particle Swarm Opimization Algorithm Ke Ding and Ying Tan 11:30AM A Evolutionary Algorithm Based on Covariance Matrix Leaning and Searching Preference for Solving CEC 2014 Benchmark Problems Lei Chen, Hai-Lin Liu, Zhe Zheng and Shengli Xie 11:50AM Optimization of Power Flow with Energy Storage Using Genetic Algorithms Vitor Leite, Carlos Silva, Joao Claro and Joao M. Sousa 12:10PM A New Self-Learning TLBO Algorithm for RBF Neural Modelling of Batteries in Electric Vehicles Zhile Yang, Kang Li, Aoife Foley and Cheng Zhang FrE2-3 Coevolution and Collective Behavior, Chair: Grant Dick, Room: 203C .......................................... 384 10:30AM Codynamic Fitness Landscapes of Coevolutionary Minimal Substrates Hendrik Richter 10:50AM Model Representation and Cooperative Coevolution for Finite-State Machine Evolution Grant Dick and Xin Yao
  • 77. 145 11:10AM Evolutionary Path Planning of a Data Mule in Wireless Sensor Network by Using Shortcuts Shao-You Wu and Jing-Sin Liu 11:30AM Coevolutionary Genetic Algorithm for Variable Ordering in CSPs Muhammad Rezaul Karim and Malek Mouhoub 11:50AM A Co-Evolutionary Multi-Objective Approach for a K-Adaptive Graph-Based Clustering Algorithm Hector D. Menendez, David F. Barrero and David Camacho 12:10PM Evolving Multiplication as Emergent Behavior in Cellular Automata Using Conditionally Matching Rules Michal Bidlo FrE2-4 Biometrics, Bioinformatics and Biomedical Applications, Chair: Mengjie Zhang, Room: 203D ...... 385 10:30AM Combining Graph Connectivity and Genetic Clustering to Improve Biomedical Summarization Hector D. Menendez, Laura Plaza and David Camacho 10:50AM Selecting the Optimal EEG Electrode Positions for a Cognitive Task Using an Artificial Bee Colony with Adaptive Scale Factor Optimization Algorithm Shreyasi Datta, Pratyusha Rakshit, Amit Konar and Atulya Nagar 11:10AM A New GP-Based Wrapper Feature Construction Approach to Classification and Biomarker Identification Soha Ahmed, Mengjie Zhang and Lifeng Peng 11:30AM An Examination of Synchronisation in Artificial Gene Regulatory Networks Jonathan Byrne, Miguel Nicolau, Anthony Brabazon and Michael O'Neill 11:50AM Memetic Algorithm for Sorting Unsigned Permutations by Reversals Jose Luis Soncco-Alvarez and Mauricio Ayala-Rincon 12:10PM Evolved Neural Networks for HIV-1 Co-Receptor Identification Gary Fogel, Enoch Liu, Marco Salemi, Susanna Lamers and Michael McGrath FrE2-5 Robotics and Engineering Applications, Chair: Amiram Moshaiov, Room: 303 ............................. 386 10:30AM Analysis of Fitness Noise in Particle Swarm Optimization: From Robotic Learning to Benchmark Functions Ezequiel Di Mario, Inaki Navarro and Alcherio Martinoli 10:50AM A Comparison of Neural Networks and Physics Models as Motion Simulators for Simple Robotic Evolution Christiaan Pretorius, Mathys du Plessis and John Gonsalves 11:10AM Family Bootstrapping: A Genetic Transfer Learning Approach for Onsetting the Evolution for a Set of Related Robotic Tasks Amiram Moshaiov and Amir Tal 11:30AM Is MO-CMA-ES Superior to NSGA-II for the Evolution of Multi-Objective Neuro-Controllers? Amiram Moshaiov and Omer Abramovich 11:50AM Optimization of the Picking Sequence of an Automated Storage and Retrieval System (AS/RS) Rolf Dornberger, Thomas Hanne, Remo Ryter and Stauffer Michael 12:10PM Practical Application of an Evolutionary Algorithm for the Design and Construction of a Six-Inch Submarine Khairul Alam, Tapabrata Ray and Sreenatha G. Anavatti Friday, July 11, 1:30PM-3:30PM ............................................................................... 387 FrE3-1 Large-Scale Problems and Real-World Applications, Chair: Ke Tang, Room: 203A ...................... 387 1:30PM A Novel Hybridization of Opposition-Based Learning and Cooperative Co-Evolutionary for Large-Scale Optimization Borhan Kazimipour, Mohammad Nabi Omidvar, Xiaodong Li and A. K. Qin
  • 78. 146 1:50PM Optimising Large Scale Public Transport Network Design Problems Using Mixed-Mode Parallel Multi-Objective Evolutionary Algorithms Ian Cooper, Matthew John, Rhydian Lewis, Andrew Olden and Christine Mumford 2:10PM Many-Objective Evolutionary Computation for Optimization of Separated-Flow Control Using a DBD Plasma Actuator Takeshi Watanabe, Tomoaki Tatsukawa, Antonio Lopez Jaimes, Hikaru Aono, Taku Nonomura, Akira Oyama and Kozo Fujii 2:30PM A Hybrid EA for High-Dimensional Subspace Clustering Problem Lin Lin, Gen Mitsuo and Liang Yan 2:50PM A Simplified Glowworm Swarm Optimization Algorithm Ming-yu Du, Xiu-juan Lei and Zhen-qiang Wu 3:10PM An Improved Two Archive Algorithm for Many-Objective Optimization Bingdong Li, Jinlong Li, Ke Tang and Xin Yao FrE3-2 Evolvable Hardware and Software and Genetic Programming, Chair: Andy Song, Room: 203B .... 388 1:30PM Two Step Evolution Strategy for Device Motif BSIM Model Parameter Extraction Yang Xiao, Martin Trefzer, James Walker, Simon Bale and Andy Tyrrell 1:50PM Maximising Axiomatization Coverage and Minimizing Regression Testing Time Markus Wagner 2:10PM A New Adaptive Kalman Filter by Combining Evolutionary Algorithm and Fuzzy Inference System Yudan Huo, Zhihua Cai, Wenyin Gong and Qin Liu 2:30PM Cartesian Genetic Programming as Local Optimizer of Logic Networks Lukas Sekanina, Ondrej Ptak and Zdenek Vasicek 2:50PM Wave Height Quantification Using Land Based Seismic Data with Grammatical Evolution Sarah Donne, Miguel Nicolau, Christopher Bean and Michael O'Neill 3:10PM Genetic Programming Based Activity Recognition on a Smartphone Sensory Data Benchmark Feng Xie, Andy Song and Vic Ciesielski FrE3-3 Swarm Intelligence, Chair: Thomas Runkler, Room: 203C ............................................................ 389 1:30PM Swarm/Evolutionary Intelligence for Agent-Based Social Simulation Andreas Janecek, Tobias Jordan and Fernando Buarque de Lima-Neto 1:50PM Solving the Multidimensional Knapsack Problem Using a CUDA Accelerated PSO Drahoslav Zan and Jiri Jaros 2:10PM Multidimensional Scaling with Multiswarming Thomas Runkler and James Bezdek 2:30PM Chaos-Driven Discrete Artificial Bee Colony Magdalena Metlicka and Donald Davendra 2:50PM Web Bots Detection Using Particle Swarm Optimization Based Clustering Shafiq Alam, Gillian Dobbie, Yun Sing Koh and Patricia Riddle 3:10PM An Ant Colony Optimization Algorithm for Multi-Objective Clustering in Mobile Ad Hoc Networks Chung-Wei Wu, Tsung-Che Chiang and Li-Chen Fu FrE3-4 Heuristics, Metaheuristics and Hyper-Heuristics II, Chair: Madalina Drugan, Room: 203D .......... 390 1:30PM Designing Reusable Metaheuristic Methods: A Semi-Automated Approach Steven Adriaensen, Tim Brys and Ann Nowe 1:50PM Network Path Optimization Under Dynamic Conditions Yaser Enaya and Kalyanmoy Deb 2:10PM A Parallel Lagrangian-ACO Heuristic for Project Scheduling Oswyn Brent, Dhananjay Thiruvady, Antonio Gomez-Iglesias and Rodolfo Garcia-Flores
  • 79. 147 2:30PM A Multidirectional Physarum Solver for the Automated Design of Space Trajectories Luca Masi and Massimiliano Vasile 2:50PM A Genetic Programming-Based Hyper-heuristic Approach for Storage Location Assignment Problem Jing Xie, Yi Mei, Andreas Ernst, Xiaodong Li and Andy Song 3:10PM The Monarchy Driven Optimization Algorithm Ritambhar Burman, Swagatam Das, Zheshanul Haque, Athanasios V. Vasilakos and Soumyadip Chakraborti FrE3-5 Real-World Applications II, Chair: Isaac Triguero, Room: 303 ...................................................... 391 1:30PM Heuristic Optimization for Software Project Management with Impacts of Team Efficiency Nanlin Jin and Xin Yao 1:50PM A Multiobjective Optimization Method Based on MOEA/D and Fuzzy Clustering for Change Detection in SAR Images Qiao Wang, Hao Li, Maoguo Gong, Linzhi Su and Licheng Jiao 2:10PM A Novel Evaluation Function for LT Codes Degree Distribution Optimization Pei-Chuan Tsai, Chih-Ming Chen and Ying-ping Chen 2:30PM A Combined MapReduce-Windowing Two-Level Parallel Scheme for Evolutionary Prototype Generation Isaac Triguero, Daniel Peralta, Jaume Bacardit, Salvador Garcia and Francisco Herrera 2:50PM A Dynamic-Weighted Collaborative Filtering Approach to Address Sparsity and Adaptivity Issues Liang Gu, Peng Yang and Yongqiang Dong 3:10PM Carry Trade Portfolio Optimization using Particle Swarm Optimization Stuart Reid, Katherine Malan and Andries Engelbrecht Friday, July 11, 4:00PM-6:00PM ............................................................................... 392 FrE4-1 Constraint-Handling and Preference-Handling, Chair: Ruhul Sarker, Room: 203A ....................... 392 4:00PM On the Edge of Feasibility: A Case Study of the Particle Swarm Optimizer Mohammad reza Bonyadi and Zbigniew Michalewicz 4:20PM Linear Sparse Arrays Designed by Dynamic Constrained Multi-Objective Evolutionary Algorithm Wei Dong and Sanyou Zeng 4:40PM Mapping Constrained Optimization Problems to Penalty Parameters: An Empirical Study Chengyong Si, Jianqiang Shen, Xuan Zou, Lei Wang and Qidi Wu 5:00PM A Constrained Multi-Objective Surrogate-Based Optimization Algorithm Prashant Singh, Ivo Couckuyt, Francesco Ferranti and Tom Dhaene 5:20PM A Feature-Based Analysis on the Impact of Linear Constraints for e-Constrained Differential Evolution Shayan Poursoltan and Frank Neumann 5:40PM DMOPSO: Dual Multi-Objective Particle Swarm Optimization Lee Ki-Baek and Kim Jong-Hwan FrE4-2 Particle Swarm Optimization, Chair: Kazuaki Masuda, Room: 203B ............................................ 393 4:00PM Demonstrator Selection in a Social Learning Particle Swarm Optimizer Ran Cheng and Yaochu Jin 4:20PM Filter Based Backward Elimination in Wrapper Based PSO for Feature Selection in Classification Bach Hoai Nguyen, Bing Xue, Ivy Liu and Mengjie Zhang 4:40PM An Archive Based Particle Swarm Optimisation for Feature Selection in Classification Bing Xue, A. K. Qin and Mengjie Zhang 5:00PM A Graph-Based Particle Swarm Optimisation Approach to QoS-Aware Web Service Composition and Selection Alexandre Sawczuk da Silva, Hui Ma and Mengjie Zhang
  • 80. 148 5:20PM Task Allocation Under Communication Constraints Using Motivated Particle Swarm Optimization Medria Hardhienata, Valery Ugrinovskii and Kathryn Merrick 5:40PM Serial PSO Results are Irrelevant in a Multi-Core Parallel World Andrew McNabb and Kevin Seppi Special Session: FrE4-3 Dynamic Multi-Objective Optimization, Chair: Marde Helbig, Room: 203C ........ 394 4:00PM Heterogeneous Dynamic Vector Evaluated Particle Swarm Optimisation for Dynamic Multi-Objective Optimisation Marde Helbig and Andries Engelbrecht 4:20PM An Adaptive Diversity Introduction Method for Dynamic Evolutionary Multiobjective Optimization Min Liu, Jinhua Zheng, Junnian Wang, Yuzhen Liu and Lei Jiang 4:40PM A Multiple Reference Point-Based Evolutionary Algorithm for Dynamic Multi-Objective Optimization with Undetectable Changes Radhia Azzouz, Slim Bechikh and Lamjed Ben Said 5:00PM Artificial Bee Colony Induced Multi-Objective Optimization in Presence of Noise Pratyusha Rakshit, Amit Konar and Atulya Nagar 5:20PM A Cascaded Evolutionary Multi-Objective Optimization for Solving the Unbiased Universal Electric Motor Family Problem Timo Friedrich and Stefan Menzel 5:40PM Evolutionary Multiobjective Optimization in Dynamic Environments: A Set of Novel Benchmark Functions Subhodip Biswas, Swagatam Das, Ponnuthurai Nagaratnam Suganthan and Carlos A. Coello Coello Special Session: FrE4-4 Fireworks Algorithms for Optimization, Chair: Ying Tan, Room: 203D ............... 396 4:00PM A Hybrid Biogeography-Based Optimization and Fireworks Algorithm Bei Zhang, Min-Xia Zhang and Yu-Jun Zheng 4:20PM Analysis on Global Convergence and Time Complexity of Fireworks Algorithm Jianhua Liu, Shaoqiu Zheng and Ying Tan 4:40PM Adaptive Fireworks Algorithm Junzhi Li, Shaoqiu Zheng and Ying Tan 5:00PM Dynamic Search in Fireworks Algorithm Shaoqiu Zheng, Andreas Janecek, Junzhi Li and Ying Tan 5:20PM Maintaining Population Diversity in Brain Storm Optimization Algorithm Shi Cheng, Yuhui Shi, Quande Qin, T. O. Ting and Ruibin Bai 5:40PM Fireworks Algorithm with Differential Mutation for Solving the CEC 2014 Competition Problems Chao Yu, Lingchen Kelley, Shaoqiu Zheng and Ying Tan FrE4-5 Real-World Applications III, Chair: David Camacho, Room: 303 .................................................. 397 4:00PM Evolutionary Algorithms Dynamics and Its Hidden Complex Network Structures Zelinka Ivan, Lampinen Jouni, Senkerik Roman, Pluhacek Michal and Davendra Donald 4:20PM Knowledge Acquisition Issues for Intelligent Route Optimization by Evolutionary Computation Masaki Suzuki, Setsuo Tsuruta, Rainer Knauf and Yoshitaka Sakurai 4:40PM A Memetic Algorithm for the Prize Collecting Traveling Car Renter Problem Matheus Menezes, Marco Goldbarg and Elizabeth Goldbarg 5:00PM Network on Chip Optimization Based on Surrogate Model Assisted Evolutionary Algorithms Mengyuan Wu, Ammar Karkar, Bo Liu, Alex Yakovlev and Georges Gielen 5:20PM A Genetic Algorithm for the Minimum Latency Pickup and Delivery Problem Xin-Lan Liao, Chih-Hung Chien and Chuan-Kang Ting 5:40PM A Heuristic Approach to Greener Airport Ground Movement Michal Weiszer, Jun Chen, Stefan Ravizza, Jason Atkin and Paul Stewart AUTHOR INDEX ......................................................................................................... 431