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Volumn , Issue , 2003, Pages 589-592

Using discriminant analysis for multi-class classification

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EID: 78149338227     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (33)

References (21)
  • 1
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    • Reducing multiclass to binary: A unifying approach for margin classifiers
    • E. L. Allwein, R. E. Schapire, and Y. Singer. Reducing multiclass to binary: A unifying approach for margin classifiers. JMLR, 1:113-141, 2000.
    • (2000) JMLR , vol.1 , pp. 113-141
    • Allwein, E.L.1    Schapire, R.E.2    Singer, Y.3
  • 6
    • 84898942883 scopus 로고    scopus 로고
    • Classification by pairwise coupling
    • M. I. Jordan, M. J. Kearns, and S. A. Solla, editors, The MIT Press
    • T. Hastie and R. Tibshirani. Classification by pairwise coupling. In M. I. Jordan, M. J. Kearns, and S. A. Solla, editors, Advances in Neural Information Processing Systems, volume 10. The MIT Press, 1998.
    • (1998) Advances in Neural Information Processing Systems , vol.10
    • Hastie, T.1    Tibshirani, R.2
  • 9
    • 0036989429 scopus 로고    scopus 로고
    • Topic difference factor extraction between two document sets of its application to text categorization
    • T. Kawatani. Topic difference factor extraction between two document sets of its application to text categorization. In SIGIR 2002, pages 137-144, 2002.
    • (2002) SIGIR 2002 , pp. 137-144
    • Kawatani, T.1
  • 10
    • 7244220821 scopus 로고    scopus 로고
    • Efficient multi-way text categorization via generalized discriminant analysis
    • T. Li, S. Zhu, and M. Ogihara. Efficient multi-way text categorization via generalized discriminant analysis. In CIKM'03, 2003.
    • (2003) CIKM'03
    • Li, T.1    Zhu, S.2    Ogihara, M.3
  • 14
    • 0033337021 scopus 로고    scopus 로고
    • Fisher discriminant analysis with kernels
    • Y.- H. Hu, J. Larsen, E. Wilson, and S. Douglas, editors, IEEE
    • S. Mika, G. Rätsch, J. Weston, B. Schölkopf, and K.-R. Müller. Fisher discriminant analysis with kernels. In Y.- H. Hu, J. Larsen, E. Wilson, and S. Douglas, editors, Neural Networks for Signal Processing IX, pages 41-48. IEEE, 1999.
    • (1999) Neural Networks for Signal Processing , vol.9 , pp. 41-48
    • Mika, S.1    Rätsch, G.2    Weston, J.3    Schölkopf, B.4    Müller, K.-R.5
  • 16
    • 0033683188 scopus 로고    scopus 로고
    • Learning to recognize objects
    • D. Roth, M. Yang, and N. Ahuja. Learning to recognize objects. In CVPR, pages 724-731, 2000.
    • (2000) CVPR , pp. 724-731
    • Roth, D.1    Yang, M.2    Ahuja, N.3
  • 18
    • 0032648658 scopus 로고    scopus 로고
    • On the equivalence between the support vector machine for classification and sparsified fisher's linear discriminant
    • A. Shashua. On the equivalence between the support vector machine for classification and sparsified fisher's linear discriminant. Neural Processing Letters, 9(2):129-139, 1999.
    • (1999) Neural Processing Letters , vol.9 , Issue.2 , pp. 129-139
    • Shashua, A.1


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