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Volumn 5, Issue , 2005, Pages 2826-2830

Maximum margin classifiers with noisy data: A robust optimization approach

Author keywords

[No Author keywords available]

Indexed keywords

ROBUST CLASSIFICATION; ROBUST OPTIMIZATION; SUPPORT VECTOR MACHINE (SVM); TRAINING DATA;

EID: 33750097359     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2005.1556373     Document Type: Conference Paper
Times cited : (2)

References (15)
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    • Ben-Tal, A.1    Nemirovski, A.2
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    • Bennet, K.P.1    Campbell, C.2
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    • C. J. C. Burges. A tutorial on support vector machines for pattern recognition. Knowledge Discovery and Data Mining, 2(2):121-167, 1998.
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    • Burges, C.J.C.1
  • 6
    • 84888364466 scopus 로고    scopus 로고
    • Large margin DAGs for multiclass classification
    • S. A. Solla, T. K. Leen, and K. R. Müller, editors. MIT Press
    • N. Cristianini, J. C. Platt, and J. Shawe-Taylor. Large margin DAGs for multiclass classification. In S. A. Solla, T. K. Leen, and K. R. Müller, editors. Advances in Neural Information Processing Systems 12, pages 547-553. MIT Press, 2000.
    • (2000) Advances in Neural Information Processing Systems , vol.12 , pp. 547-553
    • Cristianini, N.1    Platt, J.C.2    Shawe-Taylor, J.3
  • 9
    • 0004094721 scopus 로고    scopus 로고
    • PhD thesis, Technical University Berlin
    • A. J. Smola. Learning with kernels. PhD thesis, Technical University Berlin, 1998.
    • (1998) Learning with Kernels
    • Smola, A.J.1
  • 10
    • 0033296299 scopus 로고    scopus 로고
    • Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones
    • J. F. Sturm. Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones. Optimization Methods and Software, 11-12:625-653, 1999.
    • (1999) Optimization Methods and Software , vol.11-12 , pp. 625-653
    • Sturm, J.F.1
  • 11
    • 0033295027 scopus 로고    scopus 로고
    • SDPT3 - A MATLAB software package for semidefinite programming, version 2.1
    • K. C. Toh, M. J. Todd, and R. H. Tutuncu. SDPT3 - a MATLAB software package for semidefinite programming, version 2.1. Optimization Methods and Software, 11:545-581, 1999.
    • (1999) Optimization Methods and Software , vol.11 , pp. 545-581
    • Toh, K.C.1    Todd, M.J.2    Tutuncu, R.H.3
  • 13
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    • Robust support vector regression and applications
    • C. H. Dagli, A. L. Buczak, J. Ghosh, M. J. Embrechts, O. Ersoy, and S. W. Kercel, editors. ASME Press
    • T. B. Trafalis and S. A. Alwazzi. Robust support vector regression and applications. In C. H. Dagli, A. L. Buczak, J. Ghosh, M. J. Embrechts, O. Ersoy, and S. W. Kercel, editors. Intelligent Engineering Systems Through Artificial Neural Networks 13, pages 181-186. ASME Press, 2003.
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    • Trafalis, T.B.1    Alwazzi, S.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.