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Volumn , Issue , 2011, Pages

Multiclass boosting: Theory and algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; GLOBAL OPTIMIZATION;

EID: 85162492586     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (91)

References (19)
  • 1
    • 24044435942 scopus 로고    scopus 로고
    • Reducing multiclass to binary: A unifying approach for margin classifiers
    • September
    • E. L. Allwein, R. E. Schapire, and Y. Singer. Reducing multiclass to binary: a unifying approach for margin classifiers. J. Mach. Learn. Res., 1:113-141, September 2001.
    • (2001) J. Mach. Learn. Res. , vol.1 , pp. 113-141
    • Allwein, E.L.1    Schapire, R.E.2    Singer, Y.3
  • 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 Comp. and Sys. Science, 1997.
    • (1997) Journal of Comp. and Sys. Science
    • Freund, Y.1    Schapire, R.E.2
  • 9
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • J. Friedman, T. Hastie, and R. Tibshirani. Additive logistic regression: a statistical view of boosting. Annals of Statistics, 28, 1998.
    • (1998) Annals of Statistics , vol.28
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 11
    • 36949010307 scopus 로고    scopus 로고
    • Vc theory of large margin multi-category classifiers
    • December
    • Y. Guermeur. Vc theory of large margin multi-category classifiers. J. Mach. Learn. Res., 8:2551-2594, December 2007.
    • (2007) J. Mach. Learn. Res. , vol.8 , pp. 2551-2594
    • Guermeur, Y.1
  • 15
    • 41549131613 scopus 로고    scopus 로고
    • Evidence contrary to the statistical view of boosting
    • June
    • D. Mease and A. Wyner. Evidence contrary to the statistical view of boosting. J. Mach. Learn. Res., 9:131-156, June 2008.
    • (2008) J. Mach. Learn. Res. , vol.9 , pp. 131-156
    • Mease, D.1    Wyner, A.2
  • 16
    • 85162059054 scopus 로고    scopus 로고
    • A theory of multiclass boosting
    • I. Mukherjee and R. E. Schapire. A theory of multiclass boosting. In NIPS, 2010.
    • (2010) NIPS
    • Mukherjee, I.1    Schapire, R.E.2
  • 17
    • 85162443468 scopus 로고    scopus 로고
    • Taylorboost: First and second order boosting algorithms with explicit margin control
    • M. J. Saberian, H. Masnadi-Shirazi, and N. Vasconcelos. Taylorboost: First and second order boosting algorithms with explicit margin control. In CVPR, 2010.
    • (2010) CVPR
    • Saberian, M.J.1    Masnadi-Shirazi, H.2    Vasconcelos, N.3
  • 18
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting algorithms using confidence-rated predictions
    • December
    • R. E. Schapire and Y. Singer. Improved boosting algorithms using confidence-rated predictions. Mach. Learn., 37:297-336, December 1999.
    • (1999) Mach. Learn. , vol.37 , pp. 297-336
    • Schapire, R.E.1    Singer, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.