Nguyen Huy Thach

Email: thachnh {at} i.kyushu-u.ac.jp
Room 1022, West II Building, 744 Motooka, Nishi-ku, Fukuoka, Japan
+81-92-802-7921 begin_of_the_skype_highlighting              +81-92-802-7921      end_of_the_skype_highlighting

Ph.D student
Graduate School of System Life Sciences, Kyushu University

Educational Background

2001~2006 Department of Software Engineering, Faculty of Information Technology, Hanoi University of Technology, Vietnam
2006~2008 Department of Computer Engineering, Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang, Thailand
2009~now Graduate School of System Life Sciences, Kyushu University, Japan

Language Skills

Vietnamese (mother tongue), English;
C, C++, Pascal, Latex, PHP, MySQL

Scholarship

Research Interests

Data Mining

Machine Learning

Publication

Conference Papers

1. Nguyen Huy Thach, Shao Hao, Bin Tong, and Einoshin Suzuki: "A Compression-based Dissimilarity Measure for Multi-task Clustering", Proc. Nineteenth International Symposium on Methodologies for Intelligent Systems, LNAI ? (ISMIS), pp. ?-?, Springer, Warsaw, June 2011 (accepted for publication).
2. Bin Tong, Junbin Gao, Nguyen Huy Thach, and Einoshin Suzuki: "Gaussian Process for Dimensionality Reduction in Transfer Learning", Proc. Eleventh SIAM International Conference on Data Mining (SDM), pp. ?-?, Phoenix/Mesa, Arizona, April 2011 (accepted for publication).
3. Swagat Kumar, Nguyen Huy Thach, and Einoshin Suzuki: "Understanding the Behaviour of Reactive Robots in a Patrol Task by Analysing their Trajectories", Proc. 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT), pp. 56-63, September 2010, Toronto.
4. Nguyen Huy Thach, Einoshin Suzuki, "A Symbolic Representation for Trajectory Data", the 24th Annual Conference of The Japanese Society for Artificial Intelligence (JSAI2010), June 2010, Nagasaki, Japan.
5. Thach Nguyen Huy, Sombut Foitong, Sornchai Udomthanapong and Ouen Pinngern, "Effects of Distance between Classes and Training Dataset Size on Imbalance Datasets", IAENG Transactions on Engineering Technologies published by American Institute of Physics (AIP).
6. Thach Nguyen Huy, Porntep Rojanavasu, Sombut Foitong and Ouen Pinngern, "Combining Sampling and Ensemble Learning with XCS Classifier System to solve Imbalance problems", the 12th National Computer Science and Engineering Conference - NCSEC2008, pp. 77-84, Pattaya, Thailand, November 20-21, 2008.
7. Thach Nguyen Huy, Sombut Foitong, Phaitoon Srinil and Ouen Pinngern, "Towards Adapting XCS for Imbalance Problems", Tenth Pacific Rim International Conference on Artificial Intelligence - PRICAI 2008 - LNAI 5351, pp. 1028-1033, Vietnam, 15-19 December 2008.
8. Thach Nguyen Huy, Porntep Rojanavasu and Ouen Pinngern, "Cost-sensitive XCS Classifier System Addressing Imbalance Problems", The 5th International Conference on Fuzzy Systems and Knowledge Discovery - FSKD'08, pp. 132 - 136, China, 18-20 October, 2008.
9. Thach Nguyen Huy, Sombut Foitong and Ouen Pinngern, "Rough Set and XCS in Classification Problems", International Conference on Computer and Communication Engineering - ICCCE 08, vol. II, pp. 806-811, Malaysia, 13-15 May 2008.
10. Thach Nguyen Huy, Sombut Foitong, Sornchai Udomthanapong and Ouen Pinngern, "Effects of Distance between Classes and Training Datasets Size to the Performance of XCS: Case of Imbalance Datasets", IAENG International Conference on Artificial Intelligence and Applications, vol. I, pp. 468-473, Hong Kong, 19-21 March, 2008.
11. Ouen Pinngern and Thach Nguyen Huy, "Application of XCS to Cart-pole Problem", The 10th International Symposium on Electrical - Electronics Engineering 2007 (ISEE 2007), Automatic Control Section, pp. 30-35, 2207.