Tom Fawcett

Publication Activity (10 Years)

Years Active: 1989-2015
Publications (10 Years): 0

Top Topics

Knowledge Discovery

Data Mining Process

Top Venues

Publications

Tom Fawcett
Mining the Quantified Self: Personal Knowledge Discovery as a Challenge for Data Science. Big Data 3 (4) (2015)
Foster J. Provost, Tom Fawcett
Authors' Response to Gong's, "Comment on Data Science and its Relationship to Big Data and Data-Driven Decision Making". Big Data 2 (1) (2014)
Foster J. Provost, Tom Fawcett
Data Science and its Relationship to Big Data and Data-Driven Decision Making. Big Data 1 (1) (2013)
David Martens, Bart Baesens, Tom Fawcett
Editorial survey: swarm intelligence for data mining. Mach. Learn. 82 (1) (2011)
Tom Fawcett
PRIE: a system for generating rulelists to maximize ROC performance. Data Min. Knowl. Discov. 17 (2) (2008)
Tom Fawcett
Data mining with cellular automata. SIGKDD Explor. 10 (1) (2008)
Tom Fawcett, Alexandru Niculescu-Mizil
PAV and the ROC convex hull. Mach. Learn. 68 (1) (2007)
Tom Fawcett
An introduction to ROC analysis. Pattern Recognit. Lett. 27 (8) (2006)
Tom Fawcett
ROC graphs with instance-varying costs. Pattern Recognit. Lett. 27 (8) (2006)
Tom Fawcett, Peter A. Flach
. Mach. Learn. 58 (1) (2005)
Nada Lavrac, Hiroshi Motoda, Tom Fawcett
Editorial: Data Mining Lessons Learned. Mach. Learn. 57 (1-2) (2004)
Tom Fawcett
"In vivo" spam filtering: A challenge problem for data mining CoRR (2004)
Nada Lavrac, Hiroshi Motoda, Tom Fawcett, Robert Holte, Pat Langley, Pieter W. Adriaans
Introduction: Lessons Learned from Data Mining Applications and Collaborative Problem Solving. Mach. Learn. 57 (1-2) (2004)
Tom Fawcett
"In vivo" spam filtering: a challenge problem for KDD. SIGKDD Explor. 5 (2) (2003)
Tom Fawcett
Using Rule Sets to Maximize ROC Performance. ICDM (2001)
Foster J. Provost, Tom Fawcett
Robust Classification for Imprecise Environments. Mach. Learn. 42 (3) (2001)
Foster J. Provost, Tom Fawcett
Robust Classification for Imprecise Environments CoRR (2000)
Tom Fawcett, Foster J. Provost
Activity Monitoring: Noticing Interesting Changes in Behavior. KDD (1999)
Tom Fawcett, Ira J. Haimowitz, Foster J. Provost, Salvatore J. Stolfo
AI Approaches to Fraud Detection and Risk Management. AI Mag. 19 (2) (1998)
Foster J. Provost, Tom Fawcett
Robust Classification Systems for Imprecise Environments. AAAI/IAAI (1998)
Foster J. Provost, Tom Fawcett, Ron Kohavi
The Case against Accuracy Estimation for Comparing Induction Algorithms. ICML (1998)
Tom Fawcett, Foster J. Provost
Adaptive Fraud Detection. Data Min. Knowl. Discov. 1 (3) (1997)
Foster J. Provost, Tom Fawcett
Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Distributions. KDD (1997)
Tom Fawcett, Foster J. Provost
Combining Data Mining and Machine Learning for Effective User Profiling. KDD (1996)
Tom Fawcett
Knowledge-Based Feature Discovery for Evaluation Functions. Comput. Intell. 12 (1996)
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. 1 (2) (1992)
Tom Fawcett, Paul E. Utgoff
Automatic Feature Generation for Problem Solving Systems. ML (1992)
James P. Callan, Tom Fawcett, Edwina L. Rissland
CABOT: An Adaptive Approach to Case-Based Search. IJCAI (1991)
Tom Fawcett, Paul E. Utgoff
A Hybrid Method for Feature Generation. ML (1991)
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)
Tom Fawcett
Learning from Plausible Explanations. ML (1989)