Prem Melville
Prem Melville
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Cited by
Cited by
Content-boosted collaborative filtering for improved recommendations
P Melville, RJ Mooney, R Nagarajan
Aaai/iaai 23, 187-192, 2002
Recommender systems.
P Melville, V Sindhwani
Encyclopedia of machine learning 1, 829-838, 2010
Sentiment analysis of blogs by combining lexical knowledge with text classification
P Melville, W Gryc, RD Lawrence
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
Diverse ensembles for active learning
P Melville, RJ Mooney
Proceedings of the twenty-first international conference on Machine learning, 74, 2004
Constructing diverse classifier ensembles using artificial training examples
P Melville, RJ Mooney
Ijcai 3, 505-510, 2003
Data quality from crowdsourcing: a study of annotation selection criteria
PY Hsueh, P Melville, V Sindhwani
Proceedings of the NAACL HLT 2009 workshop on active learning for natural …, 2009
Creating diversity in ensembles using artificial data
P Melville, RJ Mooney
Information Fusion 6 (1), 99-111, 2005
Document-word co-regularization for semi-supervised sentiment analysis
V Sindhwani, P Melville
2008 Eighth ieee international conference on data mining, 1025-1030, 2008
Content-boosted collaborative filtering
P Melville, RJ Mooney, R Nagarajan
Proceedings of the SIGIR-2001 Workshop on Recommender Systems 9, 187-192, 2001
Emerging topic detection using dictionary learning
SP Kasiviswanathan, P Melville, A Banerjee, V Sindhwani
Proceedings of the 20th ACM international conference on Information and …, 2011
Active feature-value acquisition
M Saar-Tsechansky, P Melville, F Provost
Management Science 55 (4), 664-684, 2009
Optimizing debt collections using constrained reinforcement learning
N Abe, P Melville, C Pendus, CK Reddy, DL Jensen, VP Thomas, ...
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
Active feature-value acquisition for classifier induction
P Melville, M Saar-Tsechansky, F Provost, R Mooney
Fourth IEEE International Conference on Data Mining (ICDM'04), 483-486, 2004
Experiments on ensembles with missing and noisy data
P Melville, N Shah, L Mihalkova, RJ Mooney
Multiple Classifier Systems: 5th International Workshop, MCS 2004, Cagliari …, 2004
Social media analytics: Channeling the power of the blogosphere for marketing insight
P Melville, V Sindhwani, R Lawrence
Proc. of the WIN 1 (1), 1-5, 2009
Active learning for probability estimation using Jensen-Shannon divergence
P Melville, SM Yang, M Saar-Tsechansky, R Mooney
Machine Learning: ECML 2005: 16th European Conference on Machine Learning …, 2005
Natural language assistant: A dialog system for online product recommendation
J Chai, V Horvath, N Nicolov, M Stys, N Kambhatla, W Zadrozny, ...
AI Magazine 23 (2), 63-63, 2002
Winning the KDD cup orange challenge with ensemble selection
A Niculescu-Mizil, C Perlich, G Swirszcz, V Sindhwani, Y Liu, P Melville, ...
KDD-Cup 2009 competition, 23-34, 2009
Learning to rank for robust question answering
A Agarwal, H Raghavan, K Subbian, P Melville, RD Lawrence, ...
Proceedings of the 21st ACM international conference on Information and …, 2012
An expected utility approach to active feature-value acquisition
P Melville, M Saar-Tsechansky, F Provost, R Mooney
Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005
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