Mohammad Khazab

Mohammad Khazab

Australia
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About

Mohammad got a PhD in Computer Systems Engineering from University of South Australia…

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Experience

  • LIFELENZ Graphic

    LIFELENZ

    Level 8/100 Waymouth St, Adelaide SA 5000

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    Adelaide, Australia

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    33-37 Port Wakefield Rd, Gepps Cross SA 5094

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    Adelaide, Australia

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    Adelaide, SA

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    Adelaide, Australia

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    Adelaide, Australia

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    Adelaide, Australia

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    Adelaide, Australia

Education

  • University of South Australia Graphic

    University of South Australia

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    Activities and Societies: • Working on improvement of multi-agent teaming and learning in a virtual dynamic environment. • Developed a Java-based 3D simulation for testing interaction of agents within a Multi-Agent System. • Published six peer-reviewed articles, and also received best poster award at UniSA Research Day.

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    Activities and Societies: Chess Club

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    Activities and Societies: • Awards: Dean’s Merit List (2003-2005), Tenix Project Award, DSTO Surveillance Systems Undergraduate Price, Nominee of Keith Johinke Medal, Chancellor’s Award for Community Service.

    This degree comprises a four year program of mathematics, science computing, electrical engineering principles, systems engineering, computer communications, real-time systems and control aiming to prepare students for a professional career in electronic and micro engineering, which encompasses the areas of computer technology, communications, micro systems, microelectronics, electronic instrumentation and knowledge based engineering.

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    Activities and Societies: Learning developing algorithms and programming in QBasic and Pascal.

    Admission to Nodet schools is selective and based on a comprehensive nationwide entrance examination procedure. Every year thousands of students apply to enter the schools, from which less than 5% are chosen for the 99 middle schools and 98 high-schools within the country. The process of entrance to these schools includes two tests devised to measure intelligence and talent of the participants rather than their acquired knowledge. Once students are considered competitive, they are allowed to…

    Admission to Nodet schools is selective and based on a comprehensive nationwide entrance examination procedure. Every year thousands of students apply to enter the schools, from which less than 5% are chosen for the 99 middle schools and 98 high-schools within the country. The process of entrance to these schools includes two tests devised to measure intelligence and talent of the participants rather than their acquired knowledge. Once students are considered competitive, they are allowed to take the first test, the result of which determines if they are allowed to take the second test. All applicants must have a minimum GPA of 19 (out of 20) for attending the entrance exam. The entrance exam is very competitive in larger cities, especially in Tehran, in which 120 students are accepted after two exams and interviews, out of over 50,000 applicants.

Publications

  • An Agent-Oriented Approach for Image Classification with ICA-Color SIFT

    International Journal on Artificial Intelligence Tools

    This paper discusses the research conducted on developing a Multi-Agent System (MAS) for solving an image classification task. The aim of this research is to equip agents in MAS with reusable autonomous capabilities. The system provides a flexible framework for developing the communication aspects within an agent-oriented architecture to program agents that dynamically acquire functionality at runtime using event based messaging. In this research agents are equipped with unique image processing…

    This paper discusses the research conducted on developing a Multi-Agent System (MAS) for solving an image classification task. The aim of this research is to equip agents in MAS with reusable autonomous capabilities. The system provides a flexible framework for developing the communication aspects within an agent-oriented architecture to program agents that dynamically acquire functionality at runtime using event based messaging. In this research agents are equipped with unique image processing capabilities and required to interact and cooperate to achieve the goal. Complementary research on a variety of agent tools (specifically JACK, JADE and CIAgent) and communication languages (ACL, KQML, FIPA and SOAP) has been reviewed to glean knowledge that enables these agents to adapt those capabilities. The system has generated encouraging results.

    Other authors
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  • Agent Teaming and Learning in a Dynamic Environment (PhD Thesis)

    University of South Australia

    In this research, Multi-Agent System (MAS) was developed to improve autonomous navigation in a dynamic environment through agent teaming and learning. The MAS consists of Intelligent Agents, which are autonomous computational entities capable of perceiving and reacting to the environmental changes, of planning a series of actions to achieve their goals, and of communicating and interacting with each other. These agents are equipped with unique capabilities including learning, decision-making…

    In this research, Multi-Agent System (MAS) was developed to improve autonomous navigation in a dynamic environment through agent teaming and learning. The MAS consists of Intelligent Agents, which are autonomous computational entities capable of perceiving and reacting to the environmental changes, of planning a series of actions to achieve their goals, and of communicating and interacting with each other. These agents are equipped with unique capabilities including learning, decision-making and path-finding. They can share their knowledge and skills through Agent Communication Languages (ACLs) to achieve common goals, which in this research include autonomous navigation and resource gathering. The key concept of this research is the hybridisation of two well-established AI techniques through sharing knowledge and capabilities in MAS. These techniques include the A* path-finding algorithm and the machine-learning algorithm of real-time Neuro-Evolution of Augmenting Topologies (rtNEAT).

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  • Web-based multi-agent system architecture in a dynamic environment

    KES Journal

    The aim of this research is to equip agents in a Multi-Agent System (MAS) with reusable autonomous capabilities to enable them to behave in unknown situations and complex simulated environments. A concept demonstrator called Web-based Multi-Agent System Testbed (Web-MAT) is developed with a context switchable capability currently implemented as a Real-Time Strategy (RTS) game. The demonstrator is intended to enable researchers to improve/develop the communication aspects within an…

    The aim of this research is to equip agents in a Multi-Agent System (MAS) with reusable autonomous capabilities to enable them to behave in unknown situations and complex simulated environments. A concept demonstrator called Web-based Multi-Agent System Testbed (Web-MAT) is developed with a context switchable capability currently implemented as a Real-Time Strategy (RTS) game. The demonstrator is intended to enable researchers to improve/develop the communication aspects within an agent-oriented architecture and to program agents that automatically adapt functionality at runtime using event stimuli. Complementary research on a variety of agent tools (specifically JACK, JADE and CIAgent) and communication languages (ACL, KQML, FIPA and SOAP) has been reviewed to glean knowledge that enables these agents to adapt into Web-MAT and generate encouraging results.

    Other authors
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  • Dynamic Applications Using Multi-Agent Systems

    Intelligent Systems and Technologies: Methods and Applications, Springer-Verlag Berlin Heidelberg

    The aim of this research is to efficiently provide reusable autonomous capabilities to agent supervisors within teams, without the need to re-instantiate agents representing specific capabilities. Agent teaming techniques have already been used to enhance the behaviour and flexibility of agent communication in the real world applications. The theory of this concept needs to be simulated in order to generate Measures of Efficiency (MOE) and Measures of Performance (MOP). A concept demonstrator…

    The aim of this research is to efficiently provide reusable autonomous capabilities to agent supervisors within teams, without the need to re-instantiate agents representing specific capabilities. Agent teaming techniques have already been used to enhance the behaviour and flexibility of agent communication in the real world applications. The theory of this concept needs to be simulated in order to generate Measures of Efficiency (MOE) and Measures of Performance (MOP). A concept demonstrator uses persistent components that assemble at design-time called the Agent Factory Demonstrator (AFD). It has been developed to show how a Multi-Agent System (MAS) can dynamically create capabilities using a single agent supervisor. ...

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Courses

  • Entrepreneurial Foundations

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  • Health and Safety Representative Training

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  • Knowledge Transfer and Research Commercialisation

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  • Leadership and Workplace Communication

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  • Project Management for Research

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Projects

  • Roy Hill Iron Ore (RHIO) Simulation Project

    The Roy Hill Iron Ore Simulation Project is considered a huge success for Schneider Electric (SolveIT Software). It has been identified as a stepping stone to success in the Simulation World.

    “A ground breaking end to end supply chain simulation used to fully risk assess the project and bulletproof the operating strategies of the business before the first ore shipped on the $9billion venture”.

    The project team worked in unison to build an ongoing relationship with the client;…

    The Roy Hill Iron Ore Simulation Project is considered a huge success for Schneider Electric (SolveIT Software). It has been identified as a stepping stone to success in the Simulation World.

    “A ground breaking end to end supply chain simulation used to fully risk assess the project and bulletproof the operating strategies of the business before the first ore shipped on the $9billion venture”.

    The project team worked in unison to build an ongoing relationship with the client; manage them and their expectations within the agreed timelines and budget. In short, we have all worked well together. We have completed this project on time and to the client’s expectation. This is a great result.
     The project was delivered in a timely manner and this has been communicated to all stakeholders.
     The project has achieved all objectives and has met its success criteria as originally defined in the business case.
     All deliverables were completed as outlined in the original business case and have been signed off successfully by the
    client.
     There are no open items on the “Project Closure Checklist” that require attention or support.
     The Team have been appreciated for their hard work and dedication with “Certificates of Appreciation”.
     Successful completion of this project has prized SolveIT with long term future work with RHIO.

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  • Mobile Semi-Intelligent Video Survaillance Head

    This project was done as a final year project for Bachelor of Engineering.
    It was awarded DSTO Surveillance Systems Undergraduate Prize and Tenix Project Award.
    Checkout this video for more information: https://www.youtube.com/watch?v=1btPcWf8cFM

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  • Global Media Post

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    Global Media Post is an aggregate website dedicated to independent international news, local arts, and much more. Since 2008, we have continually strived to become the best provider of intelligent news and opinion articles in the Southern Hemisphere for the edification of our readers everywhere… All selected by our former News Ltd editor and sprinkled with liberal Australian arts allowing our more than 30000 savvy readers (and growing) to enjoy a daily serve of 'World News at a Glance'!

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  • Aurizon

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  • Safety and Risk Engineering Solutions

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    Safety and Risk Engineering Solutions (SRES) is an Australian based company providing consultancy and technical services in Occupational Health & Safety and Engineering Risk assessment to facilities and industries.

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  • RoyHill Iron Ore Demand Chain Planning and Scheduling (RHIODCPS)

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    The RHIODCPS project involved the creation of applications for the scheduling, planning and optimisation of the operations in the RoyHill pit-to-port demand chain. It covers the mining operations from the preparation of broken iron ore material, through digging, stockpiling, blending, and processing into Lump and Fines Mine Product, up to railing the available Mine project to the port, storing and shipping the required material to the customers.
    The goal of the application was to help the…

    The RHIODCPS project involved the creation of applications for the scheduling, planning and optimisation of the operations in the RoyHill pit-to-port demand chain. It covers the mining operations from the preparation of broken iron ore material, through digging, stockpiling, blending, and processing into Lump and Fines Mine Product, up to railing the available Mine project to the port, storing and shipping the required material to the customers.
    The goal of the application was to help the user to generate feasible schedules that meet the product build quality targets while honouring the constraints and conforming to the plan.

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Honors & Awards

  • Best Poster Award

    University of South Australia

    Winner of best poster award on the UniSA Research Day.

  • Single Nominee of Keith Johinke Medal

    Engineers Australia

    Single Nominee of Keith Johinke Medal from the school of Electrical & Information Engineering (UniSA)

  • DSTO Surveillance Systems Undergraduate Price

    Defence Science and Technology Organisation (DSTO)

    Awarded to the final year student of Engineering who completes the most outstanding project involving the technology relevant to Surveillance Systems.

  • Tenix Project Award

    Tenix Defence

    Awarded to the most distinguished student in a final year project sponsored by Tenix in the Bachelor of Engineering (IT option).

  • Dean’s Merit List (2003-2005)

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    To be eligible for Dean's Merit List, students must be within the top 10% of their overall College cohort but have a GPA of not less than 6.000.

  • Chancellor’s Award for Community Service

    Engineers Australia

    Winner of 2004 Chancellor's Award for Community Service, University Orientation Program Project - UniSA.

  • 17th rank in the national Informatics Olympiad test

    Iran

Languages

  • English

    Full professional proficiency

  • Persian

    Native or bilingual proficiency

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