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Volumn 6, Issue 1, 2010, Pages 39-45

A new SVM classification approach via minimum within-class variance

Author keywords

Classification performance; Kernel based case; With class variance

Indexed keywords

CLASSIFICATION PERFORMANCE; DATA SETS; SVM CLASSIFICATION;

EID: 77954292884     PISSN: 15539105     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (22)

References (9)
  • 1
    • 0033721433 scopus 로고    scopus 로고
    • Massive data discrimination via linear support vector machines
    • S. Bradley and O. L. Mangasarian. Massive data discrimination via linear support vector machines. Optimization Methods and Software, 2000, 13:1-10
    • (2000) Optimization Methods and Software , vol.13 , pp. 1-10
    • Bradley, S.1    Mangasarian, O.L.2
  • 2
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for Pattern Recognition
    • C. J. C Burges. A tutorial on support vector machines for Pattern Recognition. Data Mining and Knowledge Discovery, 1998, 2(2):121-167
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 5
    • 0002660750 scopus 로고    scopus 로고
    • The support vector method of function estimation
    • J. A. K. Suykens, Vandewalle J. (Eds.), Kluwer Academic Publishiers, Boston
    • V. Vapnik. The support vector method of function estimation. In Nonlinear Modeling: advanced black-box techniques, J. A. K. Suykens, Vandewalle J. (Eds.), Kluwer Academic Publishiers, Boston
    • Nonlinear Modeling: Advanced Black-box Techniques
    • Vapnik, V.1
  • 7
    • 0003408496 scopus 로고
    • UCI repository of machine learning databases
    • P. M. Muphy and D. W. Aha. UCI repository of machine learning databases. 1992
    • (1992)
    • Muphy, P.M.1    Aha, D.W.2
  • 8
    • 0033337021 scopus 로고    scopus 로고
    • Fisher discriminant analysis with kernels
    • in Y. H. Hu, J. Larsen, E. Wilson, and S. Douglas, editors
    • S. Mika, Ratsch, G. Weston et al. Fisher discriminant analysis with kernels. in Y. H. Hu, J. Larsen, E. Wilson, and S. Douglas, editors, Neural Networks for Signal Processing IX, 1999:41-48
    • (1999) Neural Networks for Signal Processing IX , pp. 41-48
    • Mika, S.1    Weston, R.G.2    et al3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.