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Volumn 40, Issue 1, 2007, Pages 41-51

Domain described support vector classifier for multi-classification problems

Author keywords

Bayes decision theory; Density estimation; Kernel methods; Multi class classification; Support vector domain description

Indexed keywords

COMPUTATIONAL METHODS; DECISION THEORY; PARAMETER ESTIMATION; PROBABILITY DISTRIBUTIONS; VECTORS;

EID: 33749247281     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2006.06.008     Document Type: Article
Times cited : (106)

References (14)
  • 1
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges C.J. A tutorial on support vector machines for pattern recognition. Data Min. Knowl. Discovery 2 2 (1998) 121-167
    • (1998) Data Min. Knowl. Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.1
  • 2
    • 0032594959 scopus 로고    scopus 로고
    • An overview of statistical learning theory
    • Vapnik V.N. An overview of statistical learning theory. IEEE Trans. Neural Networks 10 (1999) 988-999
    • (1999) IEEE Trans. Neural Networks , vol.10 , pp. 988-999
    • Vapnik, V.N.1
  • 4
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • Hsu C.-W., and Lin C.-J. A comparison of methods for multiclass support vector machines. IEEE Trans. Neural Networks 13 (2002) 415-425
    • (2002) IEEE Trans. Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 5
    • 0001254045 scopus 로고    scopus 로고
    • Multi-class support vector machines
    • Verleysen M. (Ed), Brussels, Belgium
    • Weston J., and Watkins C. Multi-class support vector machines. In: Verleysen M. (Ed). Proceedings of ESANN99 (1999), Brussels, Belgium
    • (1999) Proceedings of ESANN99
    • Weston, J.1    Watkins, C.2
  • 6
    • 0033220728 scopus 로고    scopus 로고
    • Support vector domain description
    • Tax D.M.J., and Duin R.P.W. Support vector domain description. Pattern Recogn Lett. 20 (1999) 1191-1199
    • (1999) Pattern Recogn Lett. , vol.20 , pp. 1191-1199
    • Tax, D.M.J.1    Duin, R.P.W.2
  • 7
    • 15044345801 scopus 로고    scopus 로고
    • An improved cluster labeling method for support vector clustering
    • Lee J., and Lee D. An improved cluster labeling method for support vector clustering. IEEE Trans. Pattern Anal. Mach. Intell. 27 3 (2005) 461-464
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.3 , pp. 461-464
    • Lee, J.1    Lee, D.2
  • 11
    • 33749250903 scopus 로고    scopus 로고
    • 〈http://www.ics.uci.edu/∼mlearn/MLRepository.html〉, UCI Repository of machine learning databases.
  • 13
    • 51949086172 scopus 로고    scopus 로고
    • O. Chapelle, A. Zien, Semi-supervised classification by low density separation, Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005, pp. 57-64.
  • 14
    • 33749258524 scopus 로고    scopus 로고
    • J.C. Platt, Fast training of support vector machines using sequential minimal optimization, Advances in Kernel Methods: Support Vector Machines, MIT Press, Cambridge, MA, 1999, pp. 185-208.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.