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Volumn 2430, Issue , 2002, Pages 319-331

A robust boosting algorithm

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE BOOSTING;

EID: 84945298125     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-36755-1_27     Document Type: Conference Paper
Times cited : (5)

References (24)
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    • An empirical comparison of voting classification algorithms: Bagging, boosting, and variants
    • E. Bauer and R. Kohavi. An empirical comparison of voting classification algorithms: Bagging, boosting, and variants. Machine Learning Journal, 36: 105-139, 1999.
    • (1999) Machine Learning Journal , vol.36 , pp. 105-139
    • Bauer, E.1    Kohavi, R.2
  • 6
    • 0034164230 scopus 로고    scopus 로고
    • Tibshirani. Additive Logistic Regression: A StatisticalViewofBoosting
    • J. Friedman, T. Hastie, and R. Tibshirani. Additive Logistic Regression: A StatisticalViewofBoosting. Annals of Statistics, 28: 337-374, 2000.
    • (2000) Annals of Statistics , vol.28 , pp. 337-374
    • Friedman, J.1    Hastie, T.R.2
  • 7
    • 58149321460 scopus 로고
    • Boosting a weak learning algorithm by majority
    • Y. Freund. Boosting a weak learning algorithm by majority. Information and Computation, 121: 256-285, 1995.
    • (1995) Information and Computation , vol.121 , pp. 256-285
    • Freund, Y.1
  • 8
    • 0031211090 scopus 로고    scopus 로고
    • A Decision-Theoretic generalization of on line learning and an application to Boosting
    • Y. Freund and R. E. Schapire. A Decision-Theoretic generalization of on line learning and an application to Boosting. Journal of Computer and System Sciences, 55: 119-139, 1997.
    • (1997) Journal of Computer and System Sciences , vol.55 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 19
  • 20
    • 0025448521 scopus 로고
    • The strength of weak learnability
    • R. E. Schapire. The strength of weak learnability. Machine Learning Journal, pages 197-227, 1990.
    • (1990) Machine Learning Journal , pp. 197-227
    • Schapire, R.E.1
  • 21
    • 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. Annals of statistics, 26: 1651-1686, 1998.
    • (1998) Annals of statistics , vol.26 , pp. 1651-1686
    • Schapire, R.E.1    Freund, Y.2    Bartlett, P.3    Lee, W.S.4
  • 23
    • 0021518106 scopus 로고
    • A theory of the learnable
    • L. G. Valiant. A theory of the learnable. Communications of the ACM, 27: 1134-1142, 1984.
    • (1984) Communications of the ACM , vol.27 , pp. 1134-1142
    • Valiant, L.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.