グエン　ヒ　テアク

Email: thachnh {at} i.kyushu-u.ac.jp
福岡市西区元岡744ウエスト2号館1022号室
+81-92-802-7921

九州大学システム生命科学府　博士後期課程

学歴

2001~2006 ベトナム　ハノイ工科大学ソフトウェア工学学科
2006~2008 タイ　キングモンクット工科大学大学院情報工学専攻
2009~現在 九州大学システム生命科学府システム生命科学専攻

奨学金

JICA PhD scholarship, 2009-2012.

研究分野

データマイニング

機械学習

論文リスト

Conference Papers

1. Nguyen Huy Thach, Shao Hao, Bin Tong, and Einoshin Suzuki: "A Compression-based Dissimilarity Measure for Multi-task Clustering", Foundations of Intelligent Systems, LNAI 6804 (ISMIS 2011), pp. 123-132, Springer, Warsaw, June 2011.
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 2011), pp. 783-794, Phoenix/Mesa, Arizona, April 2011.
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", 第24回人工知能学会全国大会論文集, 2010年6月.
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.