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Volumn 2388, Issue , 2002, Pages 321-333

Multi-class SVM classifier based on pairwise coupling

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTER RECOGNITION; CLASSIFICATION (OF INFORMATION); COUPLINGS; FACE RECOGNITION; SUPPORT VECTOR MACHINES;

EID: 84958760414     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45665-1_25     Document Type: Conference Paper
Times cited : (16)

References (20)
  • 3
    • 27144489164 scopus 로고    scopus 로고
    • A Tutorial On Support Vector Machines for Pattern Recognition
    • Christopher J. C. Burges,”A Tutorial On Support Vector Machines for Pattern Recognition”, Data Mining and Knowledge Discovery, 2, 121-167(1998).
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 4
    • 84958792860 scopus 로고    scopus 로고
    • web site
    • Chih-Jen Lin, web site, http://csie. ntu. edu. tw/ cjlin/
    • Lin, C.-J.1
  • 6
    • 24044435942 scopus 로고    scopus 로고
    • Reducing multiclass to binary: A unifying approach to margin classifiers
    • Erin L. Allwein, Singer Y,”Reducing multiclass to binary: A unifying approach to margin classifiers”, Journal of Machine Research, 1:113-141.
    • Journal of Machine Research , vol.1 , pp. 113-141
    • Allwein, E.L.1    Singer, Y.2
  • 8
    • 0034271876 scopus 로고    scopus 로고
    • The Evidence Framework Applied to Support Vector Machines
    • James Tin-Yau Kwok,”The Evidence Framework Applied to Support Vector Machines”, IEEE Trans. On Neural Network, Vol. ?, No. ?, 2000.
    • (2000) IEEE Trans. on Neural Network
    • Kwok, J.T.-Y.1
  • 9
    • 0034790843 scopus 로고    scopus 로고
    • Support Vector Machine Pairwise Classifiers with Error Reduction for Image Classification
    • MIR Workshop), Ottawa
    • K. Goh, E. Chang and T. Cheng,”Support Vector Machine Pairwise Classifiers with Error Reduction for Image Classification”, Proceedings of ACM International Conference on Multimedia (MIR Workshop), Ottawa, October 2001.
    • (2001) Proceedings of ACM International Conference on Multimedia
    • Goh, K.1    Chang, E.2    Cheng, T.3
  • 11
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic outputs for SVMs and comparisons to regularized likehood methods
    • MIT Press
    • Platt J.,”Probabilistic outputs for SVMs and comparisons to regularized likehood methods”, In Advances in Large Margin Classifiers. MIT Press, 1999.
    • (1999) Advances in Large Margin Classifiers
    • Platt, J.1
  • 14
    • 0004029332 scopus 로고    scopus 로고
    • Technical report, stanford Univ and Univ. of Toronto, 1996. in Proceeding of NIPS*97
    • Trevir Hastie, Robert Tibshirani,”Classification by pairwise coupling”, Technical report, stanford Univ and Univ. of Toronto, 1996. in Proceeding of NIPS*97.
    • Classification by Pairwise Coupling
    • Hastie, T.1    Tibshirani, R.2
  • 15
    • 0002229304 scopus 로고    scopus 로고
    • Pairwise classification and support vector machines
    • Cambridge, MA, 1999. MIT Press
    • U. Krebel.”Pairwise classification and support vector machines”, In”Advance in Kernel Methods-Support Vector Learning”, pages 255-268, Cambridge, MA, 1999. MIT Press.
    • Advance in Kernel Methods-Support Vector Learning , pp. 255-268
    • Krebel, U.1
  • 19
    • 0003425673 scopus 로고    scopus 로고
    • Technical Report CSD-TR-98-04, Dept. of Computer Science, Royal Holloway, University of London, Egham, Surrey TW20 0EX, England
    • Weston, J. and Watkins, C., Multi-class support vector machines. Technical Report CSD-TR-98-04, Dept. of Computer Science, Royal Holloway, University of London, Egham, Surrey TW20 0EX, England, 1998.
    • (1998) Multi-Class Support Vector Machines
    • Weston, J.1    Watkins, C.2
  • 20
    • 84958792863 scopus 로고    scopus 로고
    • Yann LeCun’s website
    • Yann LeCun’s website, http://www. research. att. com/yann/exdb/mnist/index. html


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.