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Volumn 17, Issue 3, 2008, Pages 527-544

An MM algorithm for multicategory vertex discriminant analysis

Author keywords

Iteratively reweighted least squares; Majorization; Regression; Regular simplex

Indexed keywords


EID: 53549084093     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/106186008X340940     Document Type: Article
Times cited : (34)

References (28)
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  • 11
    • 0036088194 scopus 로고    scopus 로고
    • Combining Discriminant Models with New Multi-class SVMS
    • Guermeur, Y. (2002), "Combining Discriminant Models with New Multi-class SVMS," Pattern Analysis & Applications 5, 168-179.
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    • Guermeur, Y.1
  • 12
    • 33745886270 scopus 로고    scopus 로고
    • Classifier Technology and the Illusion of Progress
    • Hand, D. J. (2006), "Classifier Technology and the Illusion of Progress," Statistical Science, 21, 1-14.
    • (2006) Statistical Science , vol.21 , pp. 1-14
    • Hand, D.J.1
  • 18
    • 0000808747 scopus 로고
    • A Gradient Algorithm Locally Equivalent to the EM Algorithm
    • Lange, K. (1995), "A Gradient Algorithm Locally Equivalent to the EM Algorithm," Journal of the Royal Statistical Society, Series B, 57, 425-437.
    • (1995) Journal of the Royal Statistical Society, Series B , vol.57 , pp. 425-437
    • Lange, K.1
  • 19
    • 1342322973 scopus 로고    scopus 로고
    • New York: Springer-Verlag
    • (2004), Optimization, New York: Springer-Verlag.
    • Optimization
  • 21
    • 2142775432 scopus 로고    scopus 로고
    • Multicategory Support Vector Machines: Theory and Application to the Classification of Microarray Data and Satellite Radiance Data
    • 99
    • (2004), "Multicategory Support Vector Machines: Theory and Application to the Classification of Microarray Data and Satellite Radiance Data," Journal of the American Statistical Association, 99, 67-81.
    • Journal of the American Statistical Association , pp. 67-81
  • 22
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    • Multicategory (ψ-learning and Support Vector Machine: Computational Tools
    • Liu, Y., Shen, X., and Doss, H. (2005), "Multicategory (ψ-learning and Support Vector Machine: Computational Tools," Journal of Computational and Graphical Statistics, 14, 219-236.
    • (2005) Journal of Computational and Graphical Statistics , vol.14 , pp. 219-236
    • Liu, Y.1    Shen, X.2    Doss, H.3
  • 28
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    • available online at
    • Zwitter, M., and Soklic, M. (1988), "Lymphography Domain," available online at http://www.ics.uci.edu/mlearn/MLRepository.html.
    • (1988) Lymphography Domain
    • Zwitter, M.1    Soklic, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.