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Kenneth A. Kaufman

The MONK's problems: A Performance Comparison of Different Learning Algorithms
1991 · Thrun, Sebastian B., Bala, Jerzy W., et al. · 445
Mining for knowledge in databases: The INLEN architecture, initial implementation and first results
1992 · R. S. Michalski, L. Kerschberg, et al. · Journal of Intelligent Information Systems · 82
Mining for Knowledge in Databases: Goals and General Description of the INLEN System
1989 · Kaufman, Kenneth A., Michalski, Ryszard S., et al. · 68
Data Mining and Knowledge Discovery: A Review of Issues and a Multistrategy Approach
1997 · Michalski, Ryszard S., Kaufman, Kenneth A. · 65
An Optimized Design of Finned-Tube Evaporators Using the Learnable Evolution Model
2004 · Piotr A. Domanski, David Yashar, et al. · Science and Technology for the Built Environment · 64
The AQ21 Natural Induction Program for Pattern Discovery: Initial Version and its Novel Features
2006 · J. Wojtusiak, R.S. Michalski, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 57
Learning from inconsistent and noisy data: The AQ18 approach
1999 · Kenneth A. Kaufman, Ryszard S. Michalski · Lecture notes in computer science · 51
Knowledge discovery from multiple databases
1995 · James S. Ribeiro, Kenneth A. Kaufman, et al. · 49
Learning Patterns in Noisy Data: The AQ Approach
2001 · Ryszard S. Michalski, Kenneth A. Kaufman · Lecture notes in computer science · 40
The AQ19 System for Machine Learning and Pattern Discovery: A General Description and User's Guide
2001 · Michalski, Ryszard S., Kaufman, Kenneth A. · 31
From Data Mining to Knowledge Mining
2005 · Kenneth A. Kaufman, Ryszard S. Michalski · Handbook of statistics · 29
Inductive Learning System AQ15c: The Method and User's Guide
1995 · Wnek, Janusz, Kaufman, Kenneth A., et al. · 29
A method for reasoning with structured and continuous attributes in the INLEN-2 multistrategy knowledge discovery system
1996 · Kenneth A. Kaufman, Ryszard S. Michalski · Knowledge Discovery and Data Mining · 23
A dual-mode evolutionary algorithm for designing optimized refrigerant circuitries for finned-tube heat exchangers
2012 · David A. Yashar, Janusz Wojtusiak, et al. · Science and Technology for the Built Environment · 22
An Adjustable Description Quality Measure for Pattern Discovery Using the AQ Methodology
2000 · Kenneth A. Kaufman, Ryszard S. Michalski · Journal of Intelligent Information Systems · 17
Applying Learnable Evolution Model to Heat Exchanger Design
2000 · Kaufman, Kenneth A., Michalski, Ryszard S. · 15
INLEN: a methodology and integrated system for knowledge discovery in databases
1998 · Kenneth A. Kaufman · George Mason University eBooks · 15
Natural Induction and Conceptual Clustering: A Review of Applications
2006 · Michalski, Ryszard S., Kaufman, Kenneth A., et al. · 14
An Integrated Multi-task Inductive Database VINLEN: Initial Implementation and Early Results
2007 · Kenneth A. Kaufman, Ryszard S. Michalski, et al. · Springer eBooks · 13
Building Knowledge Scouts Using KGL Metalanguage
2000 · Ryszard S. Michalski, Kenneth A. Kaufman · Fundamenta Informaticae · 12
Learning in an Inconsistent World: Rule Selection in AQ18
1999 · Kaufman, Kenneth A., Michalski, Ryszard S. · 11
Multitype Pattern Discovery Via AQ21: A Brief Description of the Method and Its Novel Features
2006 · Wojtusiak, Janusz, Michalski, Ryszard S., et al. · 10
A Knowledge Scout for Discovering Medical Patterns: Methodology and System SCAMP
2001 · Kenneth A. Kaufman, Ryszard S. Michalski · Flexible Query Answering Systems · 10
Combining Machine Learning with Evolutionary Computation: Recent Results on LEM
2000 · Cervone, Guido, Michalski, Ryszard S., et al. · 10
The Development of the Inductive Database System VINLEN: A Review of Current Research
2003 · Kenneth A. Kaufman, Ryszard S. Michalski · Springer eBooks · 9
Works count: 77
Citation count: 1,329
H-index: 15
I10-index: 24
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