Estimating classifier generalization and action's effect: A minimalist approach

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

Volumn 2724, Issue , 2003, Pages 1894-1905

  Lanzi, Pier Luca ^a  

^a POLITECNICO DI MILANO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 35248895343     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45110-2_86     Document Type: Article

References (9)

1. Martin Butz. Anticipatory Learning Classifier Systems. Kluwer, 2002.
2. Martin V. Butz and Stewart W. Wilson. An algorithmic description of xcs. Journal of Soft Computing, 6(3-4):144-153, 2002.
3. Pierre Géard and Olivier Sigaud. Yacs: Combining dynamic programming with generalization in classifier systems. In Pier Luca Lanzi, Wolfgang Stolzmann, and Stewart W. Wilson, editors, IWLCS, volume 1996 of Lecture Notes in Computer Science, pages 52-69. Springer, 2001.
4. Pier Luca Lanzi. Extending the Representation of Classifier Conditions Part II: From Messy Coding to S-Expressions. In Wolfgang Banzhaf, Jason Daida, Agoston E. Eiben, Max H. Garzon, Vasant Honavar, Mark Jakiela, and Robert E. Smith, editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-99), pages 345-352. Morgan Kaufmann, 1999.
5. Pier Luca Lanzi. Mining interesting knowledge from data with the xcs classifier system. In Lee Spector, Erik D. Goodman, Annie Wu, W.B. Langdon, Hans-Michael Voigt, Mitsuo Gen, Sandip Sen, Marco Dorigo, Shahram Pezeshk, Max H. Garzon, and Edmund Burke, editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 958-965, San Francisco, CA 94104, USA, 7-11 July 2001. Morgan Kaufmann.
6. Pier Luca Lanzi. The xcs library. http://xcslib.sourceforge.net, 2002.
7. Pier Luca Lanzi and Alessandro Perrucci. Extending the Representation of Classifier Conditions Part II: From Messy Coding to S-Expressions. In Wolfgang Banzhaf, Jason Daida, Agoston E. Eiben, Max H. Garzon, Vasant Honavar, Mark Jakiela, and Robert E. Smith, editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 99), pages 345-352, Orlando (FL), July 1999. Morgan Kaufmann.
8. Stewart W. Wilson. Classifier Fitness Based on Accuracy. Evolutionary Computation, 3(2):149-175, 1995. http://prediction-dynamics.com/.
9. Stewart W. Wilson. Compact rulesets from xcsi. In Pier Luca Lanzi, Wolfgang Stolzmann, and Stewart W. Wilson, editors, IWLCS, volume 2321 of Lecture Notes in Computer Science, pages 197-210. Springer, 2002.