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Co-authors
(57)
Raymond Mooney
15
Vikas Sindhwani
8
Maytal Saar-tsechansky
7
Richard D. Lawrence
7
Foster Provost
6
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Authors
Prem Melville
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Prem Melville
IBM
Publications: 40
|
Citations: 817
|
G-Index: 28
|
H-Index: 13
The information is calculated based on the tens of millions of scholarly articles currently discoverable within Microsoft Academic Search. As more content gets indexed, the accuracy and completeness will continue to improve.
Interests:
Data Mining
,
Artificial Intelligence
,
Machine Learning & Pattern Recognition
View FAQ about top research area and research interests
Collaborated with
57 co-authors
from 2001 to 2010
; Cited by
1439 authors
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Publications
(40)
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Medical data mining: insights from winning two competitions
(
Citations: 1
)
Saharon Rosset
,
Claudia Perlich
,
Grzegorz Swirszcz
,
Prem Melville
,
Yan Liu
Journal:
Data Mining and Knowledge Discovery - DATAMINE
, vol. 20, no. 3, pp. 439-468, 2010
A Unified Approach to Active Dual Supervision for Labeling Features and Examples
(
Citations: 2
)
Josh Attenberg
,
Prem Melville
,
Foster J. Provost
Conference:
Principles of Data Mining and Knowledge Discovery - PKDD
, pp. 40-55, 2010
Optimizing debt collections using constrained reinforcement learning
Naoki Abe
,
Prem Melville
,
Cezar Pendus
,
Chandan K. Reddy
,
David L. Jensen
,
Vince P. Thomas
,
James J. Bennett
,
Gary F. Anderson
,
Brent R. Cooley
,
Melissa Kowalczyk
,
Mark Domick
,
Timothy Gardinier
Conference:
Knowledge Discovery and Data Mining - KDD
, pp. 75-84, 2010
A machine-learning approach to discovering company home pages
Wojciech Gryc
,
Prem Melville
,
Richard D. Lawrence
Conference:
IEEE International Conference on Digital Ecosystems and Technologies - IEEE-IES
, pp. 361-366, 2010
Recommender Systems
Prem Melville
,
Vikas Sindhwani
Published in 2010.
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Citations
(817 times by 722 publications)
Recommending Friends and Locations Based on Individual Location History
(
Citations: 7
)
YU ZHENG
,
LIZHU ZHANG
,
XING XIE
,
WEI-YING MA
Published in 2011.
Cost-Optimal Validation Mechanisms and Cheat-Detection for Crowdsourcing Platforms
(
Citations: 1
)
Matthias Hirth
,
Tobias Hoßfeld
,
Phuoc Tran-Gia
Conference:
International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing - IMIS
, 2011
Comparison of collaborative filtering algorithms: Limitations of current techniques and proposals for scalable, high-performance recommender systems
(
Citations: 2
)
Fidel Cacheda
,
Víctor Carneiro
,
Diego Fernández
,
Vreixo Formoso
Journal:
ACM Transactions on The Web - TWEB
, vol. 5, no. 1, pp. 1-33, 2011
Enhancing the classification accuracy by scatter-search-based ensemble approach
(
Citations: 2
)
Shih-Chieh Chen
,
Shih-Wei Lin
,
Shuo-Yan Chou
Journal:
Applied Soft Computing - ASC
, vol. 11, no. 1, pp. 1021-1028, 2011
A Comprehensive Survey of Neighborhood-based Recommendation Methods
(
Citations: 1
)
Christian Desrosiers
,
George Karypis
Published in 2011.
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