Publications

Found 24 results

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2008
Keyholes: Selective Sharing in Close Collaboration Nelson, L.; Smetters, D.; Churchill, E.F. , CHI 2008, April 5th, 2008, Florence, p.2443-2452, (2008) Abstract
MapChat: Conversing in Place Churchill, E.F.; Goodman, E.; OSullivan, J. , CHI 2008, 05/04/08, Florence, Italy, (2008) Abstract
WYSIWYG Development of Data Driven Web Applications Yang, F.; Gupta, N.; Botev, C.; Churchill, E.; Levchenko, G.; Shanmugasundaram, J. , VLDB, (2008)
2007
Addressing Constraints: Multiple Usernames, Task Spillage and Notions of Identity Gross, B.; Churchill, E.F. , CHI 2007, 28/04/2007, San Jose, CA, USA, p.2393-2398, (2007) Abstract
Mapmail: Restructuring an Email Client for Use in Distributed Teams Nelson, L.; Churchill, E.F. , CHI 2007, 28/04/2007, San Jose, CA, USA, p.2591-2596, (2007) Abstract
Local Partitioning for Directed Graphs Using PageRank Reid, e.; Chung, F.; Lang, K. , WAW, p.166-178, (2007)
Relational Learning with Gaussian Processes Chu, W.; Sindhwani, V.; Ghahramani, Z.; Keerthi, S.S. , Advances in Neural Information Processing Systems 19, Cambridge, MA, p.289--296, (2007)
Support Vector Ordinal Regression. Chu, W.; Keerthi, S.S. , Neural Computation, Volume 19, Number 3, p.792-815, (2007)
Semi-Supervised Gaussian Process Classifiers. Sindhwani, V.; Chu, W.; Keerthi, S.S. , IJCAI, p.1059-1064, (2007)
2006
An in-depth analysis of information markets with aggregate Chen, Y.; Mullen, T.; Chu, C. , Electronic Commerce Research, Volume 6, Number 2, p.201-221, (2006)
Local Graph Partitioning using PageRank Vectors Reid, e.; Chung, F.; Lang, K. , FOCS, p.475 - 486, (2006) Abstract
Predicting Uncertain Outcomes Using Information Markets: Trader Behavior and Information Aggregation Chen, Y.; Chu, C.; Mullen, T. , New Mathematics and Natural Computation, Volume 2, Number 3, (2006)
2005
Information markets vs. opinion pools: An empirical comparison Chen, Y.; Chu, C.; Mullen, T.; Pennock, D.M. , ACM Conference on Electronic Commerce, p.58-67, (2005)
Statistical Learning Techniques for Costing XML Queries. Zhang, N.; Haas, P.J.; Josifovski, V.; Lohman, G.M.; Zhang, C. , VLDB, p.289-300, (2005)
An improved conjugate gradient scheme to the solution of least squares SVM. Chu, W.; Keerthi, S.S.; Ong, C. , IEEE Transactions on Neural Networks, Volume 16, Number 2, p.498-501, (2005)
A matching pursuit approach to sparse Gaussian process regression. Keerthi, S.S.; Chu, W. , NIPS, (2005)
New approaches to support vector ordinal regression. Chu, W.; Keerthi, S.S. , ICML, p.145-152, (2005)
2004
Bayesian support vector regression using a unified loss function. Chu, W.; Keerthi, S.S.; Ong, C. , IEEE Transactions on Neural Networks, Volume 15, Number 1, p.29-44, (2004)
2003
Bayesian Trigonometric Support Vector Classifier. Chu, W.; Keerthi, S.S.; Ong, C.J. , Neural Computation, Volume 15, Number 9, p.2227-225, (2003)
Multi-category Classification by Soft-Max Combination of Binary Classifiers. Duan, K.; Keerthi, S.S.; Chu, W.; Shevade, S.K.; Poo, A.N. , Multiple Classifier Systems, p.125-134, (2003)
2002
A Machine Learning Approach for the Curation of Biomedical Literature - KDD Cup 2002 (Task 1). Keerthi, S.S.; Ong, C.J.; Siah, K.B.; Lim, D.B.L.; Chu, W.; Shi, M.; Edwin, D.S.; Menon, R.; Shen, L.; Lim, J.Y.K.; Loh, H.T. , SIGKDD Explorations, Volume 4, Number 2, p.93-94, (2002)
Storing and querying ordered XML using a relational database system. Tatarinov, I.; Viglas, S.; Beyer, K.S.; Shanmugasundaram, J.; Shekita, E.J.; Zhang, C. , SIGMOD Conference, p.204-215, (2002)
Thematic mapping - from unstructured documents to taxonomies. Chung, C.Y.; Lieu, R.; Liu, J.; Luk, A.K.; Mao, J.; Raghavan, P. , CIKM, p.608-610, (2002)
1999
Relational Databases for Querying XML Documents: Limitations and Opportunities. Shanmugasundaram, J.; Tufte, K.; Zhang, C.; He, G.; DeWitt, D.J.; Naughton, J.F. , VLDB, p.302-314, (1999)
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