Learning classification rules for telecom customer call data under concept drift

Learning in the Presence of Concept Drift and Hidden Contexts

Gerhard Widmer, Miroslav Kubát · Machine Learning · 1996 · 1.4K citations · Full text

Computing, Computer Science, Data Science +14

Prolog programming for artificial intelligence

Computer-Aided Design · 1986 · 1.1K citations

Computing, Computer Science, Artificial Intelligence +8

Incremental Learning from Noisy Data

Jeffrey C. Schlimmer, Richard Granger · Machine Learning · 1986 · 478 citations · Full text

Computing, Computer Science, Machine Learning +7

Decision Tree Induction Based on Efficient Tree Restructuring

Paul E. Utgoff, Neil C. Berkman, Jeffery A. Clouse · Machine Learning · 1997 · 359 citations · Full text

Computing, Computer Engineering, Computer Science +10

The impact of changing populations on classifier performance

Mark G. Kelly, David J. Hand, Niall M. Adams · 1999 · 225 citations

Computing, Computer Science, Data Mining +9