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Volumn , Issue , 2008, Pages 3341-3344

A weighted subspace approach for improving bagging performance

Author keywords

Bagging; Classification; Classifier ensemble; Optimization; Probabilistic methods

Indexed keywords

ACOUSTICS; ERROR ANALYSIS; SIGNAL PROCESSING; SPEECH;

EID: 51449088939     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4518366     Document Type: Conference Paper
Times cited : (11)

References (6)
  • 1
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman, "Bagging predictors," Mach. Learn., vol. 24, no. 2, pp. 123-140, 1996.
    • (1996) Mach. Learn , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 2
    • 0034250160 scopus 로고    scopus 로고
    • An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
    • T. G. Dietterich, "An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization," Mach. Learn., vol. 40, no. 2, pp. 139-157, 2000.
    • (2000) Mach. Learn , vol.40 , Issue.2 , pp. 139-157
    • Dietterich, T.G.1
  • 3
    • 0032280519 scopus 로고    scopus 로고
    • Boosting the margin: A new explanation for the effectiveness of voting methods
    • R. E. Schapire, Y. Freund, P. Bartlett, and W. S. Lee, "Boosting the margin: a new explanation for the effectiveness of voting methods," The Annals of statistics, vol. 26, no. 5, pp. 1651-1686, 1998.
    • (1998) The Annals of statistics , vol.26 , Issue.5 , pp. 1651-1686
    • Schapire, R.E.1    Freund, Y.2    Bartlett, P.3    Lee, W.S.4
  • 4
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random forests," Mach. Learn., vol. 45, no. 1, pp. 5-32, 2001.
    • (2001) Mach. Learn , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 5
    • 0032139235 scopus 로고    scopus 로고
    • The random subspace method for constructing decision forests
    • T. K. Ho, "The random subspace method for constructing decision forests," IEEE Trans. Patt. Anal. Mach., vol. 20, no. 8, pp. 832-844, 1998.
    • (1998) IEEE Trans. Patt. Anal. Mach , vol.20 , Issue.8 , pp. 832-844
    • Ho, T.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.