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Prem Melville

Papers on DiSC'06


Economical Active Feature-value Acquisition through Expected Utility Estimation

Publications


Note: Links lead to the DBLP on the Web.

Prem Melville

Prem Melville, Stewart M. Yang , Maytal Saar-Tsechansky , Raymond J. Mooney : Active Learning for Probability Estimation Using Jensen-Shannon Divergence. ECML 2005 : 268-279

Yuk Lai Suen , Prem Melville, Raymond J. Mooney : Combining Bias and Variance Reduction Techniques for Regression Trees. ECML 2005 : 741-749

Prem Melville, Foster J. Provost , Raymond J. Mooney : An Expected Utility Approach to Active Feature-Value Acquisition. ICDM 2005 : 745-748

Prem Melville, Raymond J. Mooney : Creating diversity in ensembles using artificial data. Information Fusion 6 (1): 99-111 (2005)

Prem Melville, Maytal Saar-Tsechansky , Foster J. Provost , Raymond J. Mooney : Active Feature-Value Acquisition for Classifier Induction. ICDM 2004 : 483-486

Prem Melville, Raymond J. Mooney : Diverse ensembles for active learning. ICML 2004

Prem Melville, Nishit Shah , Lilyana Mihalkova , Raymond J. Mooney : Experiments on Ensembles with Missing and Noisy Data. Multiple Classifier Systems 2004 : 293-302

Prem Melville, Raymond J. Mooney : Constructing Diverse Classifier Ensembles using Artificial Training Examples. IJCAI 2003 : 505-512

Prem Melville, Raymond J. Mooney , Ramadass Nagarajan : Content-Boosted Collaborative Filtering for Improved Recommendations. AAAI/IAAI 2002 : 187-192

Joyce Yue Chai , Veronika Horvath , Nicolas Nicolov , Margo Stys , Nanda Kambhatla , Wlodek Zadrozny , Prem Melville: Natural Language Assistant: A Dialog System for Online Product Recommendation. AI Magazine 23 (2): 63-76 (2002)

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