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Social Alpha
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Tytuł
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Content-boosted collaborative filtering for improved recommendations
P Melville, RJ Mooney, R Nagarajan
Aaai/iaai 23, 187-192, 2002
19592002
Recommender systems.
P Melville, V Sindhwani
Encyclopedia of machine learning 1, 829-838, 2010
6992010
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
6652009
Diverse ensembles for active learning
P Melville, RJ Mooney
Proceedings of the twenty-first international conference on Machine learning, 74, 2004
4032004
Constructing diverse classifier ensembles using artificial training examples
P Melville, RJ Mooney
Ijcai 3, 505-510, 2003
3642003
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
3562009
Creating diversity in ensembles using artificial data
P Melville, RJ Mooney
Information Fusion 6 (1), 99-111, 2005
3482005
Document-word co-regularization for semi-supervised sentiment analysis
V Sindhwani, P Melville
2008 Eighth ieee international conference on data mining, 1025-1030, 2008
2532008
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
1652011
Active feature-value acquisition
M Saar-Tsechansky, P Melville, F Provost
Management Science 55 (4), 664-684, 2009
1232009
Experiments on ensembles with missing and noisy data
P Melville, N Shah, L Mihalkova, RJ Mooney
International Workshop on Multiple Classifier Systems, 293-302, 2004
1052004
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
992004
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
922009
Active learning for probability estimation using Jensen-Shannon divergence
P Melville, SM Yang, M Saar-Tsechansky, R Mooney
European conference on machine learning, 268-279, 2005
832005
Relational data mining with inductive logic programming for link discovery
RJ Mooney, P Melville, LR Tang, J Shavlik, I Castro Dutro, D Page, ...
TEXAS UNIV AT AUSTIN, 2002
832002
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
822002
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
802010
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
762009
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
752005
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
732012
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