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Volumn 51, Issue 5, 2004, Pages 234-240

An Accelerated Decomposition Algorithm for Robust Support Vector Machines

Author keywords

Kernel method; robust support vector machine (SVM); SVMs

Indexed keywords

COMPUTER SIMULATION; CONSTRAINT THEORY; LEARNING ALGORITHMS; MATHEMATICAL MODELS; QUADRATIC PROGRAMMING;

EID: 2942628013     PISSN: 15497747     EISSN: 15583791     Source Type: Journal    
DOI: 10.1109/TCSII.2004.824044     Document Type: Article
Times cited : (24)

References (14)
  • 2
    • 0003804382 scopus 로고    scopus 로고
    • [Online]. Available: http://svm.research.bell-labs.com/SVMdoc.html
    • Data Mining and Knowledge Discovery (1998). [Online]. Available: http://svm.research.bell-labs.com/SVMdoc.html
    • (1998) Data Mining and Knowledge Discovery
  • 3
    • 34249753618 scopus 로고
    • Support vector networks
    • C. Cortes and V.N. Vapnik, “Support vector networks,” Machine Learning, vol. 20, pp. 273-297, 1995.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.N.2
  • 4
    • 0036856978 scopus 로고    scopus 로고
    • Robust support vector regression networks for function approximation with outliers
    • Nov.
    • C. Chuang, S. Su, J. Jeng, and C. Hsiao, “Robust support vector regression networks for function approximation with outliers,” IEEE Trans. Neural Netwroks, vol. 13, pp. 1322-1330, Nov. 2002.
    • (2002) IEEE Trans. Neural Netwroks , vol.13 , pp. 1322-1330
    • Chuang, C.1    Su, S.2    Jeng, J.3    Hsiao, C.4
  • 5
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifers.
    • J.A.K. Suykens and J. Vandewalle, “Least squares support vector machine classifers.,” Neural Processing Lett., vol. 9, no. 5, pp. 293-300, 1999.
    • (1999) Neural Processing Lett. , vol.9 , Issue.5 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 8
    • 0036881508 scopus 로고    scopus 로고
    • Robust support vector machine with bullet hole image classification
    • Nov.
    • Q. Song, W.J. Hu, and W.F. Xie, “Robust support vector machine with bullet hole image classification,” IEEE Trans. Syst., Man, Cybern. C, vol. 32, pp. 440-448, Nov. 2002.
    • (2002) IEEE Trans. Syst., Man, Cybern. C , vol.32 , pp. 440-448
    • Song, Q.1    Hu, W.J.2    Xie, W.F.3
  • 12
    • 0003120218 scopus 로고    scopus 로고
    • Sequential Minimum Optimization: A Fast Algorithm for Training Support Vector Machines
    • Microsoft Research, Cambridge, U.K., Tech. Rep.
    • J.C. Platt, “Sequential Minimum Optimization: A Fast Algorithm for Training Support Vector Machines,” Microsoft Research, Cambridge, U.K., Tech. Rep., 1998.
    • (1998)
    • Platt, J.C.1
  • 13
    • 84965074683 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • B. Scholkopf, C.J.C. Burges, and A.J. Smola, Eds. Cambridge, MA: MIT Press.
    • T. Joachims, “Making large-scale SVM learning practical,” in Advances in Kernal Methods-Support Vector Learning, B. Scholkopf, C.J.C. Burges, and A.J. Smola, Eds. Cambridge, MA: MIT Press, 1998.
    • (1998) Advances in Kernal Methods-Support Vector Learning
    • Joachims, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.