메뉴 건너뛰기




Volumn , Issue , 2005, Pages 1883-1890

DXCS: An XCS system for distributed data mining

Author keywords

Distributed Data Mining; Learning Classifier System; MDL; XCS

Indexed keywords

COMPUTATIONAL METHODS; COMPUTER SCIENCE; DATA MINING; DATABASE SYSTEMS; INFORMATION TECHNOLOGY; ONLINE SEARCHING;

EID: 32444439040     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1068009.1068326     Document Type: Conference Paper
Times cited : (21)

References (26)
  • 2
    • 32444433247 scopus 로고    scopus 로고
    • Bloat control and generalization pressure using the minimum description length principle for a Pittsburgh approach learning classifier system
    • Chicago, July
    • J. Bacardit and J. M. Garrell. Bloat control and generalization pressure using the minimum description length principle for a Pittsburgh approach learning classifier system. In Sixth International Workshop on Learning Classifier Systems (IWLCS-2003), Chicago, July 2003.
    • (2003) Sixth International Workshop on Learning Classifier Systems (IWLCS-2003)
    • Bacardit, J.1    Garrell, J.M.2
  • 3
    • 1542293643 scopus 로고    scopus 로고
    • XCS and GALE: A comparative study of two learning classifier systems with six other learning algorithms on classification tasks
    • Short version published in Genetic and Evolutionary Compution Conference (GECCO2001)
    • E. Bernadó, X. Llorà, and J. M. Garrell. XCS and GALE: a Comparative Study of Two Learning Classifier Systems with Six Other Learning Algorithms on Classification Tasks. In Proceedings of the 4th International Workshop on Learning Classifier Systems (IWLCS-2001), pages 337-341, 2001. Short version published in Genetic and Evolutionary Compution Conference (GECCO2001).
    • (2001) Proceedings of the 4th International Workshop on Learning Classifier Systems (IWLCS-2001) , pp. 337-341
    • Bernadó, E.1    Llorà, X.2    Garrell, J.M.3
  • 4
    • 0043284115 scopus 로고    scopus 로고
    • Accuracy-based learning classifier systems: Models, analysis and applications to classification tasks
    • E. Bernado-Mansilla and J. Garrell-Guiu. Accuracy-based learning classifier systems: Models, analysis and applications to classification tasks. Evolutionary Computation, 11(3):209-238, 2003.
    • (2003) Evolutionary Computation , vol.11 , Issue.3 , pp. 209-238
    • Bernado-Mansilla, E.1    Garrell-Guiu, J.2
  • 5
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman. Bagging predictors. Machine Learning, 24(2):123-140, 1996.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 6
    • 0032634129 scopus 로고    scopus 로고
    • Pasting small votes for classification in large databases and on-line
    • L. Breiman. Pasting small votes for classification in large databases and on-line. Machine Learning, 36(l-2):85-103, 1999.
    • (1999) Machine Learning , vol.36 , Issue.1-2 , pp. 85-103
    • Breiman, L.1
  • 7
    • 27144530898 scopus 로고    scopus 로고
    • Towards distributed adaptive control for road traffic junction signals using learning classifier systems
    • L. Bull, editor. Springer-Verlag
    • L. Bull, J. Sha'Aban, A. Tomlinson, P. Addison, and B. Heydecker. Towards distributed adaptive control for road traffic junction signals using learning classifier systems. In L. Bull, editor, Applications of Learning Classifier Systems, pages 276-299. Springer-Verlag, 2004.
    • (2004) Applications of Learning Classifier Systems , pp. 276-299
    • Bull, L.1    Sha'Aban, J.2    Tomlinson, A.3    Addison, P.4    Heydecker, B.5
  • 9
    • 0041780883 scopus 로고    scopus 로고
    • Analysis and improvement of fitness exploitation in XCS: Bounding models, tournament selection, and bilateral accuracy
    • M. V. Butz, D. E. Goldberg, and K. Tharakunnel. Analysis and improvement of fitness exploitation in XCS: Bounding models, tournament selection, and bilateral accuracy. Evolutionary Computation, 11(3):239-277, 2003.
    • (2003) Evolutionary Computation , vol.11 , Issue.3 , pp. 239-277
    • Butz, M.V.1    Goldberg, D.E.2    Tharakunnel, K.3
  • 17
    • 0002678783 scopus 로고    scopus 로고
    • Genetic approach to feature selection for ensemble creation
    • C. Guerra-Salcedo and D. Whitley. Genetic approach to feature selection for ensemble creation. In GECCO'99, pages 236-243, 1999.
    • (1999) GECCO'99 , pp. 236-243
    • Guerra-Salcedo, C.1    Whitley, D.2
  • 25
    • 0001387704 scopus 로고
    • Classifier fitness based on accuracy
    • S. W. Wilson. Classifier fitness based on accuracy. Evolutionary Computation, 3(2):149-175, 1995.
    • (1995) Evolutionary Computation , vol.3 , Issue.2 , pp. 149-175
    • Wilson, S.W.1
  • 26
    • 0000648788 scopus 로고    scopus 로고
    • Generalization in the XCS classifier system
    • J. R. Koza, W. Banzhaf, K. Chellapilla, K. Deb, M. Dorigo, D. B. Fogel, M. H. Garzon, D. E. Goldberg, H. Iba, and R. Riolo, editors, University of Wisconsin, Madison, Wisconsin, USA, 22-25. Morgan Kaufmann
    • S. W. Wilson. Generalization in the XCS classifier system. In J. R. Koza, W. Banzhaf, K. Chellapilla, K. Deb, M. Dorigo, D. B. Fogel, M. H. Garzon, D. E. Goldberg, H. Iba, and R. Riolo, editors, Genetic Programming 1998: Proceedings of the Third Annual Conference, pages 665-674, University of Wisconsin, Madison, Wisconsin, USA, 22-25 1998. Morgan Kaufmann.
    • (1998) Genetic Programming 1998: Proceedings of the Third Annual Conference , pp. 665-674
    • Wilson, S.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.