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Volumn , Issue , 2005, Pages 483-490

Computing the solution path for the regularized support vector regression

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COSTS; REGULARIZATION PARAMETERS; SOLUTION PATH; SUPPORT VECTOR REGRESSION (SVR); UNBIASED ESTIMATES;

EID: 76649126602     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (27)

References (13)
  • 2
    • 84887252594 scopus 로고    scopus 로고
    • Support vector method for function approximation, regression estimation, and signal processing
    • Vapnik V, Golowich S & Smola A (1997) Support vector method for function approximation, regression estimation, and signal processing. NIPS 9.
    • (1997) NIPS , vol.9
    • Vapnik, V.1    Golowich, S.2    Smola, A.3
  • 3
    • 33846917957 scopus 로고    scopus 로고
    • A temporal kernel-based model for tracking hand movements from neural activities
    • Shpigelman L, Crammer K, Paz R, Vaadia E & Singer Y (2004) A temporal kernel-based model for tracking hand movements from neural activities. NIPS 17, 1273-1280.
    • (2004) NIPS , vol.17 , pp. 1273-1280
    • Shpigelman, L.1    Crammer, K.2    Paz, R.3    Vaadia, E.4    Singer, Y.5
  • 4
  • 8
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • Platt J (1999) Fast training of support vector machines using sequential minimal optimization. Advances in Kernel Methods-Support Vector Learning, 185-208.
    • (1999) Advances in Kernel Methods-Support Vector Learning , pp. 185-208
    • Platt, J.1
  • 10
    • 84925605946 scopus 로고    scopus 로고
    • The entire regularization path for the support vector machine
    • Hastie, T., Rosset, S., Tibshirani, R. & Zhu, J. (2004) The Entire Regularization Path for the Support Vector Machine. JMLR, 5, 1391-1415.
    • (2004) JMLR , vol.5 , pp. 1391-1415
    • Hastie, T.1    Rosset, S.2    Tibshirani, R.3    Zhu, J.4
  • 11
    • 0000169918 scopus 로고
    • Estimation of the mean of a multivariate normal distribution
    • Stein, C. (1981) Estimation of the mean of a multivariate normal distribution. Annals of Statistics 9: 1135-1151.
    • (1981) Annals of Statistics , vol.9 , pp. 1135-1151
    • Stein, C.1
  • 12
    • 34250263445 scopus 로고
    • Smoothing noisy data with spline function
    • Craven, P. & Wahba, G. (1979) Smoothing noisy data with spline function. Numerical Mathematics 31: 377-403.
    • (1979) Numerical Mathematics , vol.31 , pp. 377-403
    • Craven, P.1    Wahba, G.2
  • 13
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines
    • Friedman, J. (1991) Multivariate Adaptive Regression Splines. Annals of Statistics 19: 1-67.
    • (1991) Annals of Statistics , vol.19 , pp. 1-67
    • Friedman, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.