Prem Melville
Prem Melville
Social Alpha
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TitleCited byYear
Content-boosted collaborative filtering for improved recommendations
P Melville, RJ Mooney, R Nagarajan
Aaai/iaai 23, 187-192, 2002
16682002
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
5322009
Recommender systems
P Melville, V Sindhwani
Encyclopedia of Machine Learning and Data Mining, 1056-1066, 2017
4892017
Diverse ensembles for active learning
P Melville, RJ Mooney
Proceedings of the twenty-first international conference on Machine learning, 74, 2004
3232004
Constructing diverse classifier ensembles using artificial training examples
P Melville, RJ Mooney
IJCAI 3, 505-510, 2003
3152003
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
2912009
Creating diversity in ensembles using artificial data
P Melville, RJ Mooney
Information Fusion 6 (1), 99-111, 2005
2842005
Document-word co-regularization for semi-supervised sentiment analysis
V Sindhwani, P Melville
2008 Eighth IEEE International Conference on Data Mining, 1025-1030, 2008
2102008
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
1362011
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
932004
Active feature-value acquisition
M Saar-Tsechansky, P Melville, F Provost
Management Science 55 (4), 664-684, 2009
912009
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
832004
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
792009
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
782002
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
702002
Supervised rank aggregation for predicting influencers in twitter
K Subbian, P Melville
2011 IEEE Third International Conference on Privacy, Security, Risk and …, 2011
69*2011
Encyclopedia of machine learning
KM Ting, C Sammut, GI Webb
KM Ting.–Boston, MA: Springer, 2011
682011
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
612005
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
592012
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
582009
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