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Wee Sun Lee

Papers on DiSC'06


Text classification with kernels on the multinomial manifold

Publications


Note: Links lead to the DBLP on the Web.

Wee Sun Lee

Thanh Phong Pham , Hwee Tou Ng , Wee Sun Lee: Word Sense Disambiguation with Semi-Supervised Learning. AAAI 2005 : 1093-1098

Dell Zhang , Xi Chen , Wee Sun Lee: Text classification with kernels on the multinomial manifold. SIGIR 2005 : 266-273

Xinyi Yin , Wee Sun Lee: Understanding the function of web elements for mobile content delivery using random walk models. WWW (Special interest tracks and posters) 2005 : 1150-1151

Bing Liu , Xiaoli Li , Wee Sun Lee, Philip S. Yu : Text Classification by Labeling Words. AAAI 2004 : 425-430

Xinyi Yin , Wee Sun Lee: Towards Understanding the Functions of Web Element. AIRS 2004 : 313-324

Gao Cong , Wee Sun Lee, Haoran Wu , Bing Liu : Semi-supervised Text Classification Using Partitioned EM. DASFAA 2004 : 482-493

Dell Zhang , Wee Sun Lee: Web taxonomy integration through co-bootstrapping. SIGIR 2004 : 410-417

Xinyi Yin , Wee Sun Lee: Using link analysis to improve layout on mobile devices. WWW 2004 : 338-344

Dell Zhang , Wee Sun Lee: Web taxonomy integration using support vector machines. WWW 2004 : 472-481

Dell Zhang , Wee Sun Lee: Learning to integrate web taxonomies. J. Web Sem. 2 (2): 131-151 (2004)

Bing Liu , Yang Dai , Xiaoli Li , Wee Sun Lee, Philip S. Yu : Building Text Classifiers Using Positive and Unlabeled Examples. ICDM 2003 : 179-188

Wee Sun Lee, Bing Liu : Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression. ICML 2003 : 448-455

Dell Zhang , Wee Sun Lee: Question classification using support vector machines. SIGIR 2003 : 26-32

Dell Zhang , Wee Sun Lee: A Language Modeling Approach to Passage Question Answering. TREC 2003 : 489-495

Sanjoy Dasgupta , Wee Sun Lee, Philip M. Long : A Theoretical Analysis of Query Selection for Collaborative Filtering. Machine Learning 51 (3): 283-298 (2003)

Bing Liu , Wee Sun Lee, Philip S. Yu , Xiaoli Li : Partially Supervised Classification of Text Documents. ICML 2002 : 387-394

Dell Zhang , Wee Sun Lee: Web Based Pattern Mining and Matching Approach to Question Answering. TREC 2002

Wee Sun Lee, Philip M. Long : A Theoretical Analysis of Query Selection for Collaborative Filtering. COLT/EuroCOLT 2001 : 517-528

Wee Sun Lee: Collaborative Learning and Recommender Systems. ICML 2001 : 314-321

Wee Sun Lee: Trees, Windows, and Tiles for Wavelet Image Compression. Data Compression Conference 2000 : 283-292

Wee Sun Lee, Mark R. Pickering , Michael R. Frater , John F. Arnold : A robust codec for transmission of very low bit-rate video over channels with bursty errors. IEEE Trans. Circuits Syst. Video Techn. 10 (8): 1403-1412 (2000)

Wee Sun Lee: Tiling and adaptive image compression. IEEE Transactions on Information Theory 46 (5): 1789-1799 (2000)

Wee Sun Lee: Edge Adaptive Prediction for Lossless Image Coding. Data Compression Conference 1999 : 483-490

Wee Sun Lee, Michael R. Frater , Mark R. Pickering , John F. Arnold : Spatial Temporal Concealment of Lost Blocks in Coded Video. ICIP (3) 1998 : 477-481

Wee Sun Lee, Michael R. Frater , Mark R. Pickering , John F. Arnold : Error Concealment for Arbitrarily Shaped Video Objects. ICIP (3) 1998 : 507-511

Wee Sun Lee, Peter L. Bartlett , Robert C. Williamson : The Importance of Convexity in Learning with Squared Loss. IEEE Transactions on Information Theory 44 (5): 1974-1980 (1998)

Wee Sun Lee, Michael R. Frater , Mark R. Pickering , John F. Arnold : Robustness of multiplexing protocols for audio-visual services over wireless networks. ICIP (3) 1997 : 563-566

Wee Sun Lee, Michael R. Frater , Mark R. Pickering , John F. Arnold : A diversity-based scheme for reducing error propagation in video. ICIP (3) 1997 : 582

Robert E. Schapire , Yoav Freund , Peter Barlett , Wee Sun Lee: Boosting the margin: A new explanation for the effectiveness of voting methods. ICML 1997 : 322-330

Mostefa Golea , Peter L. Bartlett , Wee Sun Lee, Llew Mason : Generalization in Decision Trees and DNF: Does Size Matter? NIPS 1997

Wee Sun Lee, Mark R. Pickering , Michael R. Frater , John F. Arnold : Error Resilience in Video and Multiplexing Layers for Very Low Bit-Rate Video Coding Systems. IEEE Journal on Selected Areas in Communications 15 (9): 1764-1774 (1997)

Wee Sun Lee, Peter L. Bartlett , Robert C. Williamson : Correction to 'Lower Bounds on the VC-Dimension of Smoothly Parametrized Function Classes'. Neural Computation 9 (4): 765-769 (1997)

Wee Sun Lee, Peter L. Bartlett , Robert C. Williamson : The Importance of Convexity in Learning with Squared Loss. COLT 1996 : 140-146

Wee Sun Lee, Peter L. Bartlett , Robert C. Williamson : Efficient agnostic learning of neural networks with bounded fan-in. IEEE Transactions on Information Theory 42 (6): 2118-2132 (1996)

Wee Sun Lee, Peter L. Bartlett , Robert C. Williamson : On Efficient Agnostic Learning of Linear Combinations of Basis Functions. COLT 1995 : 369-376

Wee Sun Lee, Peter L. Bartlett , Robert C. Williamson : Lower Bounds on the VC-Dimension of Smoothly Parametrized Function Classes. COLT 1994 : 362-367

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