| Boosting the margin: A new explanation for the effectiveness of voting methods RE Schapire, Y Freund, P Bartlett, WS Lee The annals of statistics 26 (5), 1651-1686, 1998 | 3430* | 1998 |
| SARSOP: Efficient point-based POMDP planning by approximating optimally reachable belief spaces H Kurniawati, D Hsu, WS Lee Proc. Robotics: Science and Systems, 2008 | 874 | 2008 |
| Question classification using support vector machines D Zhang, WS Lee Proceedings of the 26th annual international ACM SIGIR conference on …, 2003 | 749 | 2003 |
| Building text classifiers using positive and unlabeled examples B Liu, Y Dai, X Li, WS Lee, PS Yu Data Mining, 2003. ICDM 2003. Third IEEE International Conference on, 179-186, 2003 | 731 | 2003 |
| Partially supervised classification of text documents B Liu, WS Lee, PS Yu, X Li MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE-, 387-394, 2002 | 614 | 2002 |
| Learning with positive and unlabeled examples using weighted logistic regression WS Lee, B Liu MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 20 (1), 448, 2003 | 359 | 2003 |
| DESPOT: Online POMDP planning with regularization A Somani, N Ye, D Hsu, WS Lee Advances in neural information processing systems, 1772-1780, 2013 | 311 | 2013 |
| Planning under uncertainty for robotic tasks with mixed observability SCW Ong, SW Png, D Hsu, WS Lee The International Journal of Robotics Research 29 (8), 1053, 2010 | 272 | 2010 |
| An unsupervised neural attention model for aspect extraction R He, WS Lee, HT Ng, D Dahlmeier Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017 | 226 | 2017 |
| Text classification by labeling words B Liu, X Li, WS Lee, PS Yu AAAI 4, 425-430, 2004 | 222 | 2004 |
| Intention-aware online POMDP planning for autonomous driving in a crowd H Bai, S Cai, N Ye, D Hsu, WS Lee 2015 ieee international conference on robotics and automation (icra), 454-460, 2015 | 201 | 2015 |
| Efficient agnostic learning of neural networks with bounded fan-in WS Lee, PL Bartlett, RC Williamson Information Theory, IEEE Transactions on 42 (6), 2118-2132, 1996 | 191 | 1996 |
| Intention-aware motion planning T Bandyopadhyay, KS Won, E Frazzoli, D Hsu, WS Lee, D Rus Algorithmic foundations of robotics X, 475-491, 2013 | 189 | 2013 |
| Collaborative learning for recommender systems WS Lee ICML 1, 314-321, 2001 | 163 | 2001 |
| Optimizing F-measures: a tale of two approaches N Ye, KM Chai, WS Lee, HL Chieu Proceedings of the 29th International Conference on Machine Learning, 289-296, 2012 | 155* | 2012 |
| Motion planning under uncertainty for robotic tasks with long time horizons H Kurniawati, Y Du, D Hsu, WS Lee The International Journal of Robotics Research 30 (3), 308, 2011 | 148 | 2011 |
| A generative model for parsing natural language to meaning representations W Lu, HT Ng, WS Lee, LS Zettlemoyer Proceedings of the Conference on Empirical Methods in Natural Language …, 2008 | 144 | 2008 |
| The importance of convexity in learning with squared loss WS Lee, PL Bartlett, RC Williamson Information Theory, IEEE Transactions on 44 (5), 1974-1980, 1998 | 135 | 1998 |
| Using link analysis to improve layout on mobile devices X Yin, WS Lee Proceedings of the 13th international conference on World Wide Web, 338-344, 2004 | 127 | 2004 |
| Monte Carlo value iteration for continuous-state POMDPs H Bai, D Hsu, W Lee, V Ngo Algorithmic Foundations of Robotics IX, 175-191, 2011 | 117 | 2011 |
David HsuProfessor of Computer Science, National University of Singaporecomp.nus.edu.sg의 이메일 확인됨
