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Volumn 38, Issue 2, 2004, Pages 159-172

Getting to grips with support vector machines: Application

Author keywords

Classification; LIBSVM; Primer; R; SVM; Tutorial

Indexed keywords


EID: 18444399611     PISSN: 0038271X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (2)

References (12)
  • 4
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    • Support vector machines for large-scale regression problems
    • Dalle Molle Institute for Perceptual Artificial Intelligence (IDIAP), Martigny, Switzerland
    • COLLOBERT, R. and BENGIO, S. (2000). Support vector machines for large-scale regression problems. IDIAP Research Report 00-17, Dalle Molle Institute for Perceptual Artificial Intelligence (IDIAP), Martigny, Switzerland.
    • (2000) IDIAP Research Report , vol.17
    • Collobert, R.1    Bengio, S.2
  • 6
    • 0003425664 scopus 로고    scopus 로고
    • Support vector machines for classification and regression
    • Department of Electronics and Computer Science, Faculty of Engineering and Applied Science, University of Southampton
    • GUNN, S.R. (1998). Support vector machines for classification and regression. Tech. rep., Department of Electronics and Computer Science, Faculty of Engineering and Applied Science, University of Southampton.
    • (1998) Tech. Rep.
    • Gunn, S.R.1
  • 7
    • 1542310258 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Fachbereich Informatik, Universität Dortmund, Dortmund, Germany. Revised April 1998
    • JOACHIMS, T. (1997). Text categorization with support vector machines: Learning with many relevant features. LS VIII-Report 23, Fachbereich Informatik, Universität Dortmund, Dortmund, Germany. Revised April 1998.
    • (1997) LS VIII-report , vol.23
    • Joachims, T.1
  • 8
    • 0141465877 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • Fachbereich Informatik, Universität Dortmund, Dortmund, Germany
    • JOACHIMS, T. (1998). Making large-scale SVM learning practical. LS VIII-Report 24, Fachbereich Informatik, Universität Dortmund, Dortmund, Germany, http://www.-ai.cs.uni-dortmund.de/svm_light
    • (1998) LS VIII-Report , vol.24
    • Joachims, T.1
  • 10
    • 0003710388 scopus 로고    scopus 로고
    • Automatic model selection for support vector machines
    • Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan
    • LEE, J. H. and LIN, C.J. (2000). Automatic model selection for support vector machines. Tech. rep., Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan.
    • (2000) Tech. Rep.
    • Lee, J.H.1    Lin, C.J.2
  • 11
    • 51749084180 scopus 로고    scopus 로고
    • Prior knowledge in support vector kernels
    • M.I. Jordan, M.J. Kearns and S. Solla (editors). MIT Press, Cambridge, MA
    • SCHÖLKOPF, B., SIMARD, P., SMOLA, A.J. and VAPNIK, V.N. (1998). Prior knowledge in support vector kernels. M.I. Jordan, M.J. Kearns and S. Solla (editors) Advances in Neural Information Processings Systems, Volume 10, pp. 640-646. MIT Press, Cambridge, MA.
    • (1998) Advances in Neural Information Processings Systems , vol.10 , pp. 640-646
    • Schölkopf, B.1    Simard, P.2    Smola, A.J.3    Vapnik, V.N.4
  • 12
    • 18444370620 scopus 로고    scopus 로고
    • Personal Communication
    • STEEL, S.J. (2003). Personal Communication.
    • (2003)
    • Steel, S.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.