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About Me
Hello! My name is Man Chon U (yea... one letter last name), you can call me Kevin. I am currently a Ph.D. Candidate in Computer Science at The University of Georgia (UGA).
My research interests include Machine Learning, Evolutionary Computation, Artificial Intelligence, Computer & Network Security, and Computational Biology. My major advisor is Professor Khaled Rasheed who is the director of the Evolutionary Computation & Machine Learning (ECML) Lab at UGA.
I have extensive experience in utilizing machine learning techniques to study problems in domains of Cancer Prediction, Malware Detection, Real Time System Scheduler Optimization, Financial Market Prediction, and Gene Classification, etc. Detail descriptions of my research projects are available at here.
Furthermore, I am the lead developer of the Web-based Noah's Arkive, which is a web-based content management system that allows pathologists to search for desired pathological images. The system is well recognized in the community of veterinary medicine, our customers are not only fellows from academia but also researchers from industry. Moreover, I am also responsible to the development of certain components of the VetView system.
Before joining UGA, I worked at the IT department of Cable & Wireless Communications (Macau Branch: CTM) for about two years, my position when I left the company was Senior IT Specialist. During my employment in CTM, I learned a lot about large-scale software systems, gained deeper sight in provisioning areas in telecom, and became sophisticated in Linux/UNIX systems as well as Oracle database. I also learned about how to perform security incident response, investigation, and compliance review, as well as how different security equipments (i.e. IPS, VPN, Firewall, etc.) operate in a worldclass industry. Also, I was responsible for managing all Disaster Recovery Drills in the company, which has helped me develop a thorough insight into project handling. Prior to the employment at CTM, I worked in the headquarter of Webasto AG. as an IT intern, mainly responsible for software development.
My aim is to keep running on the highway of technology, to learn those that I don't know, and to explore those that others don't know. If you feel interest in knowing more about me, please feel free to take a look at my CV/Resume, and research description, or send me an email to discuss any possible collaboration.
Latest NEWS
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[12/24/2011] Professional Activties: Genetic and Evolutionary Computation Conference (GECCO) 2012 GA Track Program Committee Member.
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[03/22/2011] Publication [C]: ManChon U, Chiahsun Ho, Shelby Funk and Khaled Rasheed; "GART: A Genetic Algorithm based Real Time System Scheduler", 2011 IEEE Congress on Evolutionary Computation (IEEE CEC 2011), New Orleans, LA, USA, June, 2011.
(Accepted)
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[09/07/2010] Publication [C]: ManChon U, Zhen Li; "Public Goods Game Simulator with Reinforcement Learning Agents", The Ninth International Conference on Machine Learning and Applications (ICMLA 2010), IEEE, Washington DC, USA, 2010.
(Accepted)
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[09/07/2010] Publication [C]: ManChon U, Khaled Rasheed; "A Relative Tendency Based Stock Market Prediction System", The Ninth International Conference on Machine Learning and Applications (ICMLA 2010), IEEE, Washington DC, USA, 2010.
(Accepted)
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[09/07/2010] Publication [C]: ManChon U, Vasim Mahamuda, Khaled Rasheed; "On the Scalability of Supervised Learners in Metagenomics", The Ninth International Conference on Machine Learning and Applications (ICMLA 2010), IEEE, Washington DC, USA, 2010.
(Accepted)
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[05/31/2010] Publication [C]: Vasim Mahamuda, ManChon U, Khaled Rasheed; "Application of Machine Learning Algorithms for Binning Metagenomic Data", Proceedings of The 2010 International Conference on Bioinformatics & Computational Biology (BIOCOMP'10), Las Vegas, USA, 2010.
(Accepted)
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