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Volumn 29, Issue 3, 2006, Pages 400-406

Incremental and online learning algorithm for regression least squares support vector machine

Author keywords

Least squares support vector machine; Online learning; Structural risk minimization

Indexed keywords

COMPUTER SIMULATION; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; MATRIX ALGEBRA; OPTIMIZATION; REGRESSION ANALYSIS;

EID: 33646353200     PISSN: 02544164     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (80)

References (13)
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    • Gene selection for cancer classification using support vector machines
    • Guyon I., Weston J., Barnhill S.. Gene selection for cancer classification using support vector machines. Machine Learning, 2002, 46(1): 389-422.
    • (2002) Machine Learning , vol.46 , Issue.1 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3
  • 5
    • 84898940321 scopus 로고    scopus 로고
    • Online learning with kernels
    • Diettrich T.G., Becker S. and Ghahramani Z.(ed.), Cambridge, MA: MIT Press
    • Kivinen J., Smola A., Williamson R.. Online learning with kernels. In: Diettrich T. G., Becker S., Ghahramani Z. eds.. Advances in Neural Information Processing Systems. Cambridge, MA: MIT Press, 2002, 785-793
    • (2002) Advances in Neural Information Processing Systems , pp. 785-793
    • Kivinen, J.1    Smola, A.2    Williamson, R.3
  • 7
    • 33646351867 scopus 로고    scopus 로고
    • Incremental learning with support vector machines
    • Incremental learning with support vector machines
    • Ruping S.. Incremental learning with support vector machines. c, 2002
    • (2002)
    • Ruping, S.1
  • 8
    • 0141556297 scopus 로고    scopus 로고
    • On-line support vector machines for function approximation
    • Politecnica University, Catalunya, Spain: Technical Report LSI-02-11-R
    • Martin M., On-line support vector machines for function approximation. Politecnica University, Catalunya, Spain: Technical Report LSI-02-11-R, 2002
    • (2002)
    • Martin, M.1
  • 10
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • Suykens J. A. K., Vandewale J.. Least squares support vector machine classifiers. Neural Processing Letters, 1999, 9(3): 293-300
    • (1999) Neural Processing Letters , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewale, J.2
  • 11
    • 0036582564 scopus 로고    scopus 로고
    • Bayesian framework for least squares support vector machine classifiers, Gaussian processes and kernel fisher discriminant analysis
    • Gestel T. V., Suykens J. A. K., Lanckriet G.. Bayesian framework for least squares support vector machine classifiers, Gaussian processes and kernel fisher discriminant analysis. Neural Computation, 2002, 15(5): 1115-1148
    • (2002) Neural Computation , vol.15 , Issue.5 , pp. 1115-1148
    • Gestel, T.V.1    Suykens, J.A.K.2    Lanckriet, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.