Creating diverse ensemble classifiers to reduce supervision

Prem Noel Melville
The University of Texas at Austin

15
2005
Concept labeling: building text classifiers with minimal supervision

Vikas Sindhwani , Richard D. Lawrence , Prem Melville , Vijil Chenthamarakshan
international joint conference on artificial intelligence 1225 -1230

12
2011
Winning the KDD Cup Orange Challenge with ensemble selection

Claudia Perlich , Vikas Sindhwani , Alexandru Niculescu-Mizil , Prem Melville
knowledge discovery and data mining 23 -34

85
2009
Natural Language Assistant: A Dialog System for Online Product Recommendation

Nanda Kambhatla , Nicolas Nicolov , Wlodek Zadrozny , Prem Melville
Ai Magazine 23 ( 2) 63 -76

46
2002
Content-boosted collaborative filtering for improved recommendations

Ramadass Nagarajan , Prem Melville , Raymod J. Mooney
national conference on artificial intelligence 187 -192

1,873
2002
Online L1-Dictionary Learning with Application to Novel Document Detection

Shiva P. Kasiviswanathan , Arindam Banerjee , Prem Melville , Huahua Wang
neural information processing systems 25 2258 -2266

64
2012
Amplifying the voice of youth in Africa via text analytics

Prem Melville , Vijil Chenthamarakshan , Richard D. Lawrence , James Powell
knowledge discovery and data mining 1204 -1212

14
2013
Tax Collections Optimization for New York State

Gerard Miller , Melissa Weatherwax , Timothy Gardinier , Naoki Abe
Interfaces 42 ( 1) 74 -84

16
2012
Supervised Rank Aggregation for Predicting Influencers in Twitter

Karthik Subbian , Prem Melville
privacy security risk and trust 661 -665

39
2011
A unified approach to active dual supervision for labeling features and examples

Josh Attenberg , Prem Melville , Foster Provost ,
european conference on machine learning 40 -55

47
2010
Creating diversity in ensembles using artificial data

Prem Melville , Raymond J. Mooney
Information Fusion 6 ( 1) 99 -111

231
2005
Learning to rank for robust question answering

Arvind Agarwal , Hema Raghavan , Karthik Subbian , Prem Melville
Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12 833 -842

48
2012
Economical active feature-value acquisition through Expected Utility estimation

Prem Melville , Foster Provost , Maytal Saar-Tsechansky , Raymond Mooney
Proceedings of the 1st international workshop on Utility-based data mining - UBDM '05 10 -16

48
2005
Document-Word Co-regularization for Semi-supervised Sentiment Analysis

Vikas Sindhwani , Prem Melville
international conference on data mining 1025 -1030

156
2008
Optimizing debt collections using constrained reinforcement learning

Naoki Abe , Melissa Kowalczyk , Mark Domick , Timothy Gardinier
knowledge discovery and data mining 75 -84

103
2010
Data Quality from Crowdsourcing: A Study of Annotation Selection Criteria

Pei-Yun Hsueh , Prem Melville , Vikas Sindhwani
north american chapter of the association for computational linguistics 27 -35

376
2009
Combining Bias and Variance Reduction Techniques for Regression Trees

Yuk Lai Suen , Prem Melville , Raymond J. Mooney
Machine Learning: ECML 2005 741 -749

25
2005
Active Learning for Probability Estimation Using Jensen-Shannon Divergence

Prem Melville , Stewart M. Yang , Maytal Saar-Tsechansky , Raymond Mooney
Machine Learning: ECML 2005 268 -279

91
2005
Breast cancer identification: KDD CUP winner's report

Claudia Perlich , Prem Melville , Yan Liu , Grzegorz Świrszcz
Sigkdd Explorations 10 ( 2) 39 -42

9
2008