2022 and 2023 Python IEEE Projects List (1).docx
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The document lists 80 machine learning projects from 2022-2023 spanning various domains including air pollution prediction, fraud detection, malware detection, healthcare, recommendation systems, and more. Many of the projects apply machine learning techniques like deep learning, neural networks, graph convolutional networks to problems in domains like cybersecurity, healthcare, transportation, and social media analysis. The goals of the projects include prediction, detection, classification, and understanding of phenomena.
2022 and 2023 Python IEEE Projects List (1).docx
- 1. Sl.No 2022 & 2023 Project Title Year MACHINE LEARNING(ML) 1 Prediction of Air Pollution by using Machine Learning Algorithm 2022 2 A Multi-Stream Feature Fusion Approach for Traffic Prediction 2022 3 Predicting Urban Water Quality with Ubiquitous Data 2022 4 Efficient Email Phishing Detection using Machine Learning 2022 5 Representing Fine-Grained Co-Occurrences for Behavior-Based Fraud Detection in Online Payment Services 2022 6 Detect Professional Malicious User with Metric Learning in Recommender Systems 2022 7 Data Poisoning Attacks on Federated Machine Learning 2022 8 E-Pilots: A system to predict hard landing during the approach phase of commercial flights 2022 9 Train Time Delay Prediction for High-Speed Train Dispatching Based on Spatio Temporal Graph Convolutional Network 2022 10 Graph Convolutional networks for drug response prediction 2022 11 Predicting drug-drug interactions based on integrated similarity and semi- supervised learning 2022 12 A Deep Attentive Multimodal Learning Approach for Disaster Identification From Social Media Posts 2022 13 Malicious URL Detection based on Machine Learning 2022 14 Credit Card Fraud Detection Using State-of-the-Art Machine Learning and Deep Learning Algorithms 2022 15 Fraud Detection and Analysis for Insurance Claim using Machine Learning 2022 16 Probabilistic Inference and Trustworthiness Evaluation of Associative Links toward Malicious Attack Detection for Online Recommendations 2022
- 2. 17 A Machine Learning-Based Classification and Prediction Technique for DDoS Attacks 2022 18 Predicting Employees under Stress for Pre-emptive Remediation using Machine learning Algorithm 2022 19 A Machine Learning Approach for Rainfall Estimation Integrating Heterogeneous Data Sources 2022 20 Fake Profile Identification in Social Network using Machine Learning and NLP 2022 21 Child Mortality prediction using Machine Learning Techniques 2022 22 A Robust Approach for Effective Spam Detection Using Supervised Learning Techniques 2022 23 A Computer-Aided Inspection System to Predict Quality Characteristics in Food Technology 2022 24 GEFA: Early Fusion Approach in Drug-Target Affinity Prediction 2022 25 Adaptive Hierarchical Cyber Attack Detection and Localization in Active Distribution Systems 2022 26 Campus Placements Prediction & Analysis using Machine Learning 2022 27 Stroke Risk Prediction with Hybrid Deep Transfer Learning Framework 2022 28 DEA-RNN: A Hybrid Deep Learning Approach for Cyberbullying Detection in Twitter Social Media Platform 2022 29 Dark-TRACER Early Detection Framework for Malware Activity Based on Anomalous Spatiotemporal Patterns 2022 30 Predicting brain age using machine learning algorithms: A comprehensive evaluation 2022 31 Detecting and Mitigating the Dissemination of Fake News: Challenges and Future Research Opportunities 2022 32 HCovBi-Caps: Hate Speech Detection using Convolutional and Bi-Directional Gated Recurrent Unit with Capsule Network 2022 33 Electricity Theft Detection in Smart Grids Based on Deep Neural Network 2022
- 3. 34 Sentiment Analysis of Customers' Reviews Using a Hybrid Evolutionary SVM-Based Approach in an Imbalanced Data Distribution 2022 35 Malware Detection: A Framework for Reverse Engineered Android Applications through Machine Learning Algorithms 2022 36 Machine learning for fast and reliable source-location estimation in earthquake early warning 2022 37 Modeling, Detecting, and Mitigating Threats Against Industrial Healthcare Systems: A Combined Software Defined Networking and Reinforcement Learning Approach 2022 38 Phishing URL Detection: A Real-Case Scenario Through Login URLs 2022 39 Machine Learning-Based Analysis of Crypto Currency Market Financial Risk Management 2022 40 Privacy-Preserving Federated Depression Detection from Multi-Source Mobile Health Data 2022 41 Deep fake Detection: A Systematic Literature Review 2022 42 Hear Smoking: Smoking Detection in Driving Environment via Acoustic Sensing on Smart phones 2022 43 Detect DUI: An In-Car Detection System for Drink Driving and BACs 2022 44 A Novel Time-Aware Food Recommender-System Based on Deep Learning and Graph Clustering 2022 45 Two-Fold Machine Learning Approach to Prevent and Detect IoT Botnet Attacks 2022 46 Comparative Analysis of Liver diseases by using Machine Learning Techniques 2022 47 A Deep Learning-Based Approach for Inappropriate Content Detection and Classification of YouTube Videos 2022 48 Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning 2022 49 Water Net: A Network for Monitoring and Assessing Water Quality for Drinking and Irrigation Purposes 2022
- 4. 50 Identifying Health Insurance Claim Frauds Using Mixture of Clinical Concepts 2022 51 Crop Prediction Based on Characteristics of the Agricultural Environment Using Various Feature Selection Techniques and Classifiers 2022 52 Foureye: Defensive Deception based on Hypergame Theory Against Advanced Persistent Threats 2022 53 A Hybrid Deep Learning Approach for Bottleneck Detection in IoT 2022 54 Social Spammer Detection via Convex Nonnegative Matrix Factorization 2022 55 PredicTour: Predicting Mobility Patterns of Tourists Based on Social Media User's Profiles 2022 56 Trustworthiness Assessment of Users in Social Reviewing Systems 2022 57 Block Hunter Federated Learning for Cyber Threat Hunting in Blockchain- based IIoT Networks 2022 58 SCA Sybil based Collusion Attacks of IIoT Data Poisoning in Federated Learning 2022 59 Composite Behavioral Modeling for Identity Theft Detection in Online Social Networks 2022 60 A Learning-Based POI Recommendation With Spatiotemporal Context Awareness 2022 61 Prediction Of Used Car Prices Using Artificial Neural Networks And Machine Learning 2022 62 Analysis on Benefits and Costs of Machine Learning-Based Early Hospitalization Prediction 2022 63 Artificial Intelligence Crime: An Overview of Malicious Use and Abuse of AI 2022 64 Detecting Cyber Attacks through Measurements: Learnings from a Cyber Range 2022 65 Discover Customers' Gender From Online Shopping Behavior 2022 66 Graph Convolutional Network-Based Model for Megacity Real Estate Valuation 2022 67 House Price Prediction using a Machine Learning Model: A Survey of 2022
- 5. Literature 68 Research Trends, Challenges, and Emerging Topics in Digital Forensics: A Review of Reviews 2022 69 Security of Cyber-Physical Systems: Design of a Security Supervisor to Thwart Attacks 2022 70 Unsupervised Domain Adaptation for Crime Risk Prediction Across Cities 2022 71 A Comprehensive Survey on Computer Forensics: State-of-the-Art, Tools, Techniques, Challenges, and Future Directions 2022 72 Detecting Sybil Attacks using Proofs of Work and Location in VANETs 2022 73 The Social Media Break-Up Psycho-Behavioral Measures and Implications 2022 74 Social Media Popularity Prediction based on Multi-modal Self-Attention Mechanisms 2022 75 FADOHS: Framework for Detection and Integration of Unstructured Data of Hate Speech on Facebook Using Sentiment and Emotion Analysis 2022 76 Cross Platform Reputation Generation System Based on Aspect-Based Sentiment Analysis 2022 77 Trustworthiness Assessment of Users in Social Reviewing Systems 2022 78 Forward Privacy Preservation in IoT-Enabled Healthcare Systems 2022 79 Trust But Verify: a framework for the trustworthiness of distributed systems 2022 80 Cybersecurity Awareness in Online Education: A Case Study Analysis 2022