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Volumn 2005, Issue , 2005, Pages 31-38

Toward dynamic ensembles: The BAGA approach

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DECISION THEORY; FUNCTION EVALUATION; SET THEORY; TREES (MATHEMATICS);

EID: 33746506693     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AICCSA.2005.1387028     Document Type: Conference Paper
Times cited : (2)

References (20)
  • 1
    • 28344448004 scopus 로고    scopus 로고
    • Methods for combing heterogeneous sets of classifiers
    • Workshop on New Research Problems for Machine Learning
    • Bahler, D., & Navarro, L. (2000). Methods for Combing Heterogeneous Sets of Classifiers. 17th Natl. Conf. on Artificial Intelligence (AAAI 2000), Workshop on New Research Problems for Machine Learning.
    • (2000) 17th Natl. Conf. on Artificial Intelligence (AAAI 2000)
    • Bahler, D.1    Navarro, L.2
  • 2
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L. (1996). Bagging Predictors. Machine Learning, 24(2), pp. 123-140.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 3
    • 0034276320 scopus 로고    scopus 로고
    • Randomizing outputs to increase prediction accuracy
    • Breiman, L. (2000). Randomizing Outputs to Increase Prediction Accuracy. Machine Learning, 40, 229-242.
    • (2000) Machine Learning , vol.40 , pp. 229-242
    • Breiman, L.1
  • 4
    • 0031361611 scopus 로고    scopus 로고
    • Machine learning research: Four current directions
    • Dietterich, T.G. (1997). Machine Learning Research: Four Current Directions. Artificial Intelligence Magazine. 18(4), 97-136.
    • (1997) Artificial Intelligence Magazine , vol.18 , Issue.4 , pp. 97-136
    • Dietterich, T.G.1
  • 10
    • 0035202645 scopus 로고    scopus 로고
    • An approach to the automatic design of multiple classifier systems
    • Giacinto, G., & Roli, F. (2001). An approach to the automatic design of multiple classifier systems. Pattern Recognition Letters 22, 25-33.
    • (2001) Pattern Recognition Letters , vol.22 , pp. 25-33
    • Giacinto, G.1    Roli, F.2
  • 12
    • 85054435084 scopus 로고
    • Neural network ensembles, cross validation, and active learning
    • Tesauro, D. S. Touretzky, T. K. Leen (Eds.), MIT Press
    • Krogh, A., & Vedelsby, J. (1995). Neural Network Ensembles, Cross Validation, and Active Learning. In Advances in Neural Information Processing Systems, Tesauro, D. S. Touretzky, T. K. Leen (Eds.), MIT Press, pp. 231-238.
    • (1995) Advances in Neural Information Processing Systems , pp. 231-238
    • Krogh, A.1    Vedelsby, J.2
  • 13
    • 0003408496 scopus 로고    scopus 로고
    • Irvine, CA, University of California, Department of Information and Computer Science
    • Merz, C.J, & Murphy, P.M. (1997). UCI Repository of machine learning databases [http://www.ics.uci.edu/~mlearn/MLRepositoiy.html]. Irvine, CA, University of California, Department of Information and Computer Science.
    • (1997) UCI Repository of Machine Learning Databases
    • Merz, C.J.1    Murphy, P.M.2
  • 20
    • 0008733856 scopus 로고
    • Combining generealizers using partitions of the learning set
    • L. Nadel & D. Stein (Eds.), Addison-Wesley
    • Wolpert, D. H. (1993). Combining generealizers using partitions of the learning set. In L. Nadel & D. Stein (Eds.), Lectures in Complex Systems. Addison-Wesley.
    • (1993) Lectures in Complex Systems
    • Wolpert, D.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.