Search results for "Tom Fawcett"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	David Martens, Bart Baesens, Tom Fawcett	Editorial survey: swarm intelligence for data mining.	Machine Learning	2011	DBLP DOI BibTeX RDF
1	Tom Fawcett	PRIE: a system for generating rulelists to maximize ROC performance.	Data Min. Knowl. Discov.	2008	DBLP DOI BibTeX RDF	Classification, Cost-sensitive learning, Rule learning, ROC analysis
1	Tom Fawcett	Data mining with cellular automata.	SIGKDD Explorations	2008	DBLP DOI BibTeX RDF
1	Tom Fawcett, Alexandru Niculescu-Mizil	PAV and the ROC convex hull.	Machine Learning	2007	DBLP DOI BibTeX RDF	Classifier calibration, Class skew, Classification, ROC
1	Tom Fawcett	An introduction to ROC analysis.	Pattern Recognition Letters	2006	DBLP DOI BibTeX RDF
1	Tom Fawcett	ROC graphs with instance-varying costs.	Pattern Recognition Letters	2006	DBLP DOI BibTeX RDF
1	Tom Fawcett, Peter A. Flach	A Response to Webb and Ting's On the Application of ROC Analysis to Predict Classification Performance Under Varying Class Distributions.	Machine Learning	2005	DBLP DOI BibTeX RDF	classifier evaluation, class skew, classification, ROC
1	Nada Lavrac, Hiroshi Motoda, Tom Fawcett	Editorial: Data Mining Lessons Learned.	Machine Learning	2004	DBLP DOI BibTeX RDF
1	Nada Lavrac, Hiroshi Motoda, Tom Fawcett, Robert Holte, Pat Langley, Pieter W. Adriaans	Introduction: Lessons Learned from Data Mining Applications and Collaborative Problem Solving.	Machine Learning	2004	DBLP DOI BibTeX RDF	scientific discovery, collaborative data mining, future data mining challenges, data mining, machine learning, knowledge management, applications, lessons learned
1	Tom Fawcett	"In vivo" spam filtering: A challenge problem for data mining	CoRR	2004	DBLP BibTeX RDF
1	Tom Fawcett	"In vivo" spam filtering: a challenge problem for KDD.	SIGKDD Explorations	2003	DBLP DOI BibTeX RDF	challenge problems, class skew, data streams, text classification, spam, cost-sensitive learning, concept drift, imbalanced data
1	Tom Fawcett, Nina Mishra (eds.)	Machine Learning, Proceedings of the Twentieth International Conference (ICML 2003), August 21-24, 2003, Washington, DC, USA		2003	DBLP BibTeX RDF
1	Foster J. Provost, Tom Fawcett	Robust Classification for Imprecise Environments.	Machine Learning	2001	DBLP DOI BibTeX RDF
1	Tom Fawcett	Using Rule Sets to Maximize ROC Performance.	ICDM	2001	DBLP DOI BibTeX RDF
1	Foster J. Provost, Tom Fawcett	Robust Classification for Imprecise Environments	CoRR	2000	DBLP BibTeX RDF
1	Tom Fawcett, Foster J. Provost	Activity Monitoring: Noticing Interesting Changes in Behavior.	KDD	1999	DBLP DOI BibTeX RDF
1	Tom Fawcett, Ira J. Haimowitz, Foster J. Provost, Salvatore J. Stolfo	AI Approaches to Fraud Detection and Risk Management.	AI Magazine	1998	DBLP BibTeX RDF
1	Foster J. Provost, Tom Fawcett, Ron Kohavi	The Case against Accuracy Estimation for Comparing Induction Algorithms.	ICML	1998	DBLP BibTeX RDF
1	Foster J. Provost, Tom Fawcett	Robust Classification Systems for Imprecise Environments.	AAAI/IAAI	1998	DBLP BibTeX RDF
1	Tom Fawcett, Foster J. Provost	Adaptive Fraud Detection.	Data Min. Knowl. Discov.	1997	DBLP DOI BibTeX RDF
1	Foster J. Provost, Tom Fawcett	Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Distributions.	KDD	1997	DBLP BibTeX RDF
1	Tom Fawcett	Knowledge-Based Feature Discovery for Evaluation Functions.	Computational Intelligence	1996	DBLP DOI BibTeX RDF
1	Tom Fawcett, Foster J. Provost	Combining Data Mining and Machine Learning for Effective User Profiling.	KDD	1996	DBLP BibTeX RDF
1	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.	1992	DBLP BibTeX RDF
1	Tom Fawcett, Paul E. Utgoff	Automatic Feature Generation for Problem Solving Systems.	ML	1992	DBLP BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	James P. Callan, Tom Fawcett, Edwina L. Rissland	CABOT: An Adaptive Approach to Case-Based Search.	IJCAI	1991	DBLP BibTeX RDF
1	Tom Fawcett, Paul E. Utgoff	A Hybrid Method for Feature Generation.	ML	1991	DBLP BibTeX RDF
1	Tom Fawcett	Learning from Plausible Explanations.	ML	1989	DBLP BibTeX RDF

Publications of "Tom Fawcett" ( http://dblp.L3S.de/Authors/Tom_Fawcett )