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Tom Fawcett

Papers on DiSC'04


"In vivo" Spam Filtering: A Challenge Problem for KDD

Publications


Note: Links lead to the DBLP on the Web.

Tom Fawcett

Tom Fawcett, Nina Mishra : Machine Learning, Proceedings of the Twentieth International Conference (ICML 2003), August 21-24, 2003, Washington, DC, USA AAAI Press 2003

Tom Fawcett: Using Rule Sets to Maximize ROC Performance. ICDM 2001 : 131-138

Foster J. Provost , Tom Fawcett: Robust Classification for Imprecise Environments. Machine Learning 42 (3): 203-231 (2001)

Tom Fawcett, Foster J. Provost : Activity Monitoring: Noticing Interesting Changes in Behavior. KDD 1999 : 53-62

Foster J. Provost , Tom Fawcett: Robust Classification Systems for Imprecise Environments. AAAI/IAAI 1998 : 706-713

Foster J. Provost , Tom Fawcett, Ron Kohavi : The Case against Accuracy Estimation for Comparing Induction Algorithms. ICML 1998 : 445-453

Tom Fawcett, Ira J. Haimowitz , Foster J. Provost , Salvatore J. Stolfo : AI Approaches to Fraud Detection and Risk Management. AI Magazine 19 (2): 107-108 (1998)

Foster J. Provost , Tom Fawcett: Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Distributions. KDD 1997 : 43-48

Tom Fawcett, Foster J. Provost : Adaptive Fraud Detection. Data Min. Knowl. Discov. 1 (3): 291-316 (1997)

Tom Fawcett, Foster J. Provost : Combining Data Mining and Machine Learning for Effective User Profiling. KDD 1996 : 8-13

Tom Fawcett: Knowledge-Based Feature Discovery for Evaluation Functions. Computational Intelligence 12 : 42-64 (1996)

Tom Fawcett, Paul E. Utgoff : Automatic Feature Generation for Problem Solving Systems. ML 1992 : 144-153

John Vittal , Bernard Silver , William J. Frawley , Glenn A. Iba , Tom Fawcett, Susan Dusseault , John Doleac : Intelligent and Cooperative Information Systems Meet Machine Learning. Int. J. Cooperative Inf. Syst. 2 (2): 347-362 (1992)

James P. Callan , Tom Fawcett, Edwina L. Rissland : CABOT: An Adaptive Approach to Case-Based Search. IJCAI 1991 : 803-809

Tom Fawcett, Paul E. Utgoff : A Hybrid Method for Feature Generation. ML 1991 : 137-141

John Vittal , Bernard Silver , William J. Frawley , Glenn A. Iba , Tom Fawcett, Susan Dusseault , John Doleac : A Framework for Cooperative Adaptable Information Systems. The Next Generation of Information Systems 1991 : 169-184

Tom Fawcett: Learning from Plausible Explanations. ML 1989 : 37-39

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