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Volumn 20, Issue 8, 1998, Pages 832-844

The random subspace method for constructing decision forests

Author keywords

Bootstrapping; Classifier combination; Decision combination; Decision forest; Decision tree; Multiple classifier system; Pattern recognition; Stochastic discrimination

Indexed keywords

COMPUTATIONAL COMPLEXITY; DECISION THEORY; PATTERN RECOGNITION SYSTEMS; RANDOM PROCESSES; TREES (MATHEMATICS);

EID: 0032139235     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.709601     Document Type: Article
Times cited : (5802)

References (33)
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    • 33747417372 scopus 로고    scopus 로고
    • 13th Int'l Joint Conf. Artificial Intelligence, vol. 2, pp. 1,002-1,007, Chambery, France, 28 Aug.-3 Sept. 1993.
    • D. Heath, S. Kasif, and S. Salzberg, "Induction of Oblique Decision Trees," Proc. 13th Int'l Joint Conf. Artificial Intelligence, vol. 2, pp. 1,002-1,007, Chambery, France, 28 Aug.-3 Sept. 1993.
    • "Induction of Oblique Decision Trees," Proc.
    • Heath, D.1    Kasif, S.2    Salzberg, S.3
  • 12
    • 33747429692 scopus 로고    scopus 로고
    • 14th Int'l Conf. Pattern Recognition, Brisbane, Australia, 17-20 Aug. 1998.
    • T.K. Ho, "C4.5 Decision Forests," Proc. 14th Int'l Conf. Pattern Recognition, Brisbane, Australia, 17-20 Aug. 1998.
    • "C4.5 Decision Forests," Proc.
    • Ho, T.K.1
  • 24
    • 33747380148 scopus 로고    scopus 로고
    • Project StatLog, LIACC, Univ. of Porto, internet address: ftp.ncc.up.pt (directory: pub/statlog/datasets).
    • Project StatLog, LIACC, Univ. of Porto, internet address: ftp.ncc.up.pt (directory: pub/statlog/datasets).
  • 27
    • 0030370417 scopus 로고    scopus 로고
    • 13th Nat'1 Conf. Artificial Intelligence, pp. 725-730, Portland, Ore., 4-8 Aug. 1996.
    • J.R. Quinlan, "Bagging, Boosting, and C4.5," Proc. 13th Nat'1 Conf. Artificial Intelligence, pp. 725-730, Portland, Ore., 4-8 Aug. 1996.
    • "Bagging, Boosting, and C4.5," Proc.
    • Quinlan, J.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.