Compact rulesets from XCSI

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2321, Issue , 2002, Pages 197-208

  Wilson, Stewart W ^a,b  

^a University of Illinois at Urbana Champaign   (United States)

^b Prediction Dynamics   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); CLUSTERING ALGORITHMS; STATISTICAL TESTS;

CROSS-VALIDATION TESTS; WISCONSIN BREAST CANCER DATASET;

LEARNING SYSTEMS;

EID: 84949235142     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-48104-4_12     Document Type: Conference Paper

References (9)

1. C.L. Blake and C.J. Merz. UCI repository of machine learning databases, 1998. http://www.ics.uci.edu/~mlearn/MLRepository.html.
2. Martin V. Butz and Stewart W. Wilson. An Algorithmic Description of XCS. In Lanzi et al. [4].
3. Chunsheng Fu, Stewart W. Wilson, and Lawrence Davis. Studies of the XCSI classifier system on a data mining problem. In Lee Spector, Erik Goodman, Annie Wu, William B. Langdon, Hans-Michael Voigt, Mitsuo Gen, Sandip Sen, Marco Dorigo, Shahram Pezeshk, Max Garzon, and Edmund Burke, editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), page 985. Morgan Kaufmann: San Francisco, CA, 2001.
4. Pier Luca Lanzi, Wolfgang Stolzmann, and Stewart W. Wilson, editors. Advances in Learning Classifier Systems: Proceedings of the Third International Workshop (IWLCS-2000), LNAI- 1996. Springer-Verlag, Berlin, 2001.
5. Stewart W. Wilson. Classifier Systems and the Animat Problem. Machine Learning, 2:199–228, 1987.
6. Stewart W. Wilson. Classifier Fitness Based on Accuracy. Evolutionary Computation, 3(2):149–175, 1995.
7. Stewart W. Wilson. Generalization in the XCS classifier system. In John R. Koza, Wolfgang Banzhaf, Kumar Chellapilla, Kalyanmoy Deb, Marco Dorigo, David B. Fogel, Max H. Garzon, David E. Goldberg, Hitoshi Iba, and Rick Riolo, editors, Genetic Programming 1998: Proceedings of the Third Annual Conference, pages 665–674. Morgan Kaufmann: San Francisco, CA, 1998.
8. Stewart W. Wilson. Mining oblique data with XCS. In Lanzi et al. [4].
9. Ian H. Witten and Eibe Frank. Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations. Morgan Kaufmann, San Francisco, CA, 2000.