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Volumn , Issue , 2000, Pages 223-229

Uniqueness of the SVM solution

Author keywords

[No Author keywords available]

Indexed keywords

GENERAL CLASS; NON-UNIQUE SOLUTIONS; REGRESSION ESTIMATION; SUPPORT VECTOR;

EID: 84899002142     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (78)

References (12)
  • 4
    • 24044515976 scopus 로고    scopus 로고
    • On a kernel-based method for pattern recognition, regression, approximation and operator inversion
    • A.J. Smola and B. Scholkopf. On a kernel-based method for pattern recognition, regression, approximation and operator inversion. Algorithmica, 22:211-231, 1998.
    • (1998) Algorithmica , vol.22 , pp. 211-231
    • Smola, A.J.1    Scholkopf, B.2
  • 6
    • 34249753618 scopus 로고
    • Support vector networks
    • C. Cortes and V. Vapnik. Support vector networks. Machine Learning, 20:273-297, 1995.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 7
    • 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, 2(2):121-167, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 8
    • 84898957872 scopus 로고    scopus 로고
    • Improving the accuracy and speed of support vector learning machines
    • M. Mozer, M. Jordan, and T. Petsche, editors, Cambridge, MA, MIT Press
    • C. J. C. Burges and B. Scholkopf. Improving the accuracy and speed of support vector learning machines. In M. Mozer, M. Jordan, and T. Petsche, editors, Advances in Neural Information Processing Systems 9, pages 375-381, Cambridge, MA, 1997. MIT Press.
    • (1997) Advances in Neural Information Processing Systems , vol.9 , pp. 375-381
    • Burges, C.J.C.1    Scholkopf, B.2
  • 9
    • 0003401675 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • In press: also, COLT Technical Report TR
    • A. Smola and B. Scholkopf. A tutorial on support vector regression. Statistics and Computing, 1998. In press: also, COLT Technical Report TR-1998-030.
    • (1998) Statistics and Computing , pp. 1998-2030
    • Smola, A.1    Scholkopf, B.2
  • 10
    • 84887252594 scopus 로고    scopus 로고
    • Support vector method for function approximation, regression estimation, and signal processing
    • V. Vapnik, S. Golowich, and A. Smola. Support vector method for function approximation, regression estimation, and signal processing. Advances in Neural Information Processing Systems, 9:281-287, 1996.
    • (1996) Advances in Neural Information Processing Systems , vol.9 , pp. 281-287
    • Vapnik, V.1    Golowich, S.2    Smola, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.