引用次数
引用: 8,283
H-指数: 35
I10-指数 : 56
出版物: 75
Uncertainty sampling and transductive experimental design for active dual supervision
Vikas Sindhwani , Prem Melville , Richard D. Lawrence
Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 953 -960
45
2009
Sentiment analysis of blogs by combining lexical knowledge with text classification
Richard D. Lawrence , Prem Melville , Wojciech Gryc
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09 1275 -1284
717
2009
Predictive modeling for collections of accounts receivable
Sai Zeng , Ioana Boier-Martin , Prem Melville , Conrad Murphy
Proceedings of the 2007 international workshop on Domain driven data mining - DDDM '07 43 -48
11
2007
Data acquisition and cost-effective predictive modeling: targeting offers for electronic commerce
Foster Provost , Prem Melville , Maytal Saar-Tsechansky ,
international conference on electronic commerce 389 -398
19
2007
Medical data mining: insights from winning two competitions
Saharon Rosset , Claudia Perlich , Grzergorz Świrszcz , Prem Melville
Data Mining and Knowledge Discovery 20 ( 3) 439 -468
38
2010
Recommender Systems
M. D. Buhmann , Prem Melville , Vikas Sindhwani , Novi Quadrianto
Encyclopedia of Machine Learning 829 -838
811
2011
A machine-learning approach to discovering company home pages
Wojciech Gryc , Prem Melville , Richard D. Lawrence
ieee international conference on digital ecosystems and technologies 361 -366
2010
Customer targeting models using actively-selected web content
Prem Melville , Saharon Rosset , Richard D. Lawrence
Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD 08 946 -953
11
2008
Using predictive analysis to improve invoice-to-cash collection
Sai Zeng , Prem Melville , Christian A. Lang , Ioana Boier-Martin
Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD 08 1043 -1050
19
2008
Active Feature-Value Acquisition
Maytal Saar-Tsechansky , Prem Melville , Foster Provost ,
Management Science 55 ( 4) 664 -684
81
2009
Emerging topic detection using dictionary learning
Shiva Prasad Kasiviswanathan , Prem Melville , Arindam Banerjee , Vikas Sindhwani
Proceedings of the 20th ACM international conference on Information and knowledge management - CIKM '11 745 -754
106
2011
Experiments on Ensembles with Missing and Noisy Data
Prem Melville , Nishit Shah , Lilyana Mihalkova , Raymond J. Mooney
multiple classifier systems 293 -302
109
2004
Diverse ensembles for active learning
Prem Melville , Raymond J. Mooney
Twenty-first international conference on Machine learning - ICML '04 74
263
2004
A predictive perspective on measures of influence in networks
Prem Melville , Karthik Subbian , C Perlich , R Lawrence
Smpte Journal
14
2010
Relational data mining with inductive logic programming for link discovery
Raymond J Mooney , Prem Melville , Lappoon Rupert , Vıtor Santos Costa
KNOWLEDGE-INTENSIVE, INTERACTIVE AND EFFICIENT RELATIONAL PATTERN LEARNING 71 -71
81
2006
Winner’s Report: KDD CUP Breast Cancer Identification
Claudia Perlich , Prem Melville , Yan Liu , Grzegorz Swirszcz
Proceedings of the KDD-08 Workshop on Mining Medical Data
4
2008
Inferring emerging and evolving topics in streaming text
Saha Ankan , Arindam Banerjee , Shiva P Kasiviswanathan , Richard D Lawrence
26
2014
Inferring emerging and evolving topics in streaming text
Saha Ankan , Arindam Banerjee , Shiva P Kasiviswanathan , Richard D Lawrence
26
2013
Novel Document Detection using Online L1-Dictionary Learning
Shiva Prasad , Huahua Wang , Arindam Banerjee , Prem Melville
Method and system for debt collection optimization
Naoki Abe , James J Bennett , David L Jensen , Richard D Lawrence
23
2009