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Volumn 5997 LNCS, Issue , 2010, Pages 134-144

Multi-information ensemble diversity

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; COMPUTERS;

EID: 77952032494     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-12127-2_14     Document Type: Conference Paper
Times cited : (47)

References (15)
  • 2
    • 70349322734 scopus 로고    scopus 로고
    • An information theoretic perspective on multiple classifier systems
    • Benediktsson, J.A., Kittler, J., Roli, F. (eds.) MCS 2009. Springer, Heidelberg
    • Brown, G.: An information theoretic perspective on multiple classifier systems. In: Benediktsson, J.A., Kittler, J., Roli, F. (eds.) MCS 2009. LNCS, vol. 5519, pp. 344-353. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5519 , pp. 344-353
    • Brown, G.1
  • 5
    • 0034250160 scopus 로고    scopus 로고
    • An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
    • Dietterich, T.G.: An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization. Machine learning 40, 139-157 (2000)
    • (2000) Machine Learning , vol.40 , pp. 139-157
    • Dietterich, T.G.1
  • 7
    • 0035420134 scopus 로고    scopus 로고
    • Design of effective neural network ensembles for image classification purposes
    • DOI 10.1016/S0262-8856(01)00045-2, PII S0262885601000452
    • Giacinto, G., Roli, F.: Design of effective neural network ensembles for image classification purposes. Image and Vision Computing 19, 699-707 (2001) (Pubitemid 32746163)
    • (2001) Image and Vision Computing , vol.19 , Issue.9-10 , pp. 699-707
    • Giacinto, G.1    Roli, F.2
  • 8
    • 84915005479 scopus 로고
    • Probability of error, equivocation, and the chernoff bound
    • Hellman, M., Raviv, J.: Probability of error, equivocation, and the chernoff bound. IEEE Trans. Information Theory 16, 368-372 (1970)
    • (1970) IEEE Trans. Information Theory , vol.16 , pp. 368-372
    • Hellman, M.1    Raviv, J.2
  • 9
  • 10
    • 0037403516 scopus 로고    scopus 로고
    • Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy
    • Kuncheva, L.I., Whitaker, C.J.: Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy.Machine Learning 51, 181-207 (2003)
    • (2003) Machine Learning , vol.51 , pp. 181-207
    • Kuncheva, L.I.1    Whitaker, C.J.2
  • 12
    • 84937351341 scopus 로고
    • Multivariate information transmission
    • McGill, W.: Multivariate information transmission. IEEE Trans. Information Theory 4, 93-111 (1954)
    • (1954) IEEE Trans. Information Theory , vol.4 , pp. 93-111
    • McGill, W.1
  • 14
    • 0041529506 scopus 로고    scopus 로고
    • The multi-information function as a tool for measuring stochastic dependence
    • Jordan, M.I. (ed.) Kluwer, Dordrecht
    • Studeny, M., Vejnarova, J.: The multi-information function as a tool for measuring stochastic dependence. In: Jordan, M.I. (ed.) Learning in Graphical Models, pp. 261-298. Kluwer, Dordrecht (1998)
    • (1998) Learning in Graphical Models , pp. 261-298
    • Studeny, M.1    Vejnarova, J.2
  • 15
    • 0345997703 scopus 로고
    • Information theoretical analysis of multivariate correlation
    • Watanabe, S.: Information theoretical analysis of multivariate correlation. IBM Journal of Research and Development 4, 66-82 (1960)
    • (1960) IBM Journal of Research and Development , vol.4 , pp. 66-82
    • Watanabe, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.