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Keyword

classifier systems

Description: Classifier systems are rule-based machine-learning systems that use adaptive rules to learn behavior, make decisions, or perform inference.
Wikidata ID: wiki/Q3509276
OpenAlex ID: keywords/classifier-systems
C4.5: Programs for Machine Learning
1992 · J. R. Quinlan · 23,434
Genetic Algorithms in Search, Optimization and Machine Learning
1988 · D. Goldberg, David Robson · 18,355
Handbook of Evolutionary Computation
1997 · Institute of Physics eBooks · 2,999
Evolutionary computation: comments on the history and current state
1997 · T. Back, U. Hammel, et al. · IEEE Transactions on Evolutionary Computation · 1,535
Classifier Fitness Based on Accuracy
1995 · Stewart W. Wilson · Evolutionary Computation · 1,389
The immune system, adaptation, and machine learning
1986 · J.Doyne Farmer, Norman H Packard, et al. · Physica D Nonlinear Phenomena · 1,105
Classifier systems and genetic algorithms
1989 · L.B. Booker, D.E. Goldberg, et al. · Artificial Intelligence · 956
Architecture for an Artificial Immune System
2000 · Steven A. Hofmeyr, Stephanie Forrest · Evolutionary Computation · 869
ZCS: A Zeroth Level Classifier System
1994 · Stewart W. Wilson · Evolutionary Computation · 505
An algorithmic description of XCS
2002 · M. V. Butz, S. W. Wilson · Soft Computing · 496
Noun Classes and Categorization
1986 · Typological studies in language · 433
An Overview of Genetic Algorithms
1992 · John E. Galletly · Kybernetes · 379
Get Real! XCS with Continuous-Valued Inputs
2000 · Stewart W. Wilson · Lecture notes in computer science · 371
Money as a medium of exchange in an economy with artificially intelligent agents
1990 · Ramon Marimon, Ellen McGrattan, et al. · Journal of Economic Dynamics and Control · 343
Classifier Systems and the Animat Problem
1987 · Stewart W. Wilson · Machine Learning · 291
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Semantic universals in classifier systems
1994 · William Croft · WORD · 217
An Algorithmic Description of XCS
2001 · Martin V. Butz, Stewart W. Wilson · Lecture notes in computer science · 209
Classifiers that approximate functions
2002 · Stewart W. Wilson · Natural Computing · 207
A Rosetta stone for connectionism
1990 · J.Doyne Farmer · Physica D Nonlinear Phenomena · 204
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Robot Shaping: An Experiment in Behavior Engineering
1997 · Marco Dorigo, Marco Colombetti · 192
Evolutionary Computation: Theory and Applications
1999 · Xin Yao · WORLD SCIENTIFIC eBooks · 191
Mining Oblique Data with XCS
2001 · Stewart W. Wilson · Lecture notes in computer science · 182
Evolution, Learning and Cognition
1989 · Y C Lee · WORLD SCIENTIFIC eBooks · 182
Foundations of Genetic Algorithms 6
2001 · Elsevier eBooks · 177
Noun Incorporation: Essentials and Extensions
2009 · Diane Massam · Language and Linguistics Compass · 175
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Works count: 1,146
Citation count: 64,400
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