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Volumn , Issue , 2005, Pages 4289-4294

An empirical assessment on the robustness of support vector regression with different kernels

Author keywords

Composition of kernels; Kernel function; Robustness; Support vector regression

Indexed keywords

CYBERNETICS; POLYNOMIALS; REGRESSION ANALYSIS; VECTORS;

EID: 28444494043     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (15)

References (15)
  • 3
    • 0032098361 scopus 로고    scopus 로고
    • The connection between regularization operators and support vector kernels
    • A. Smola, B. Scholkopf and K. R. Muller, The connection between regularization operators and support vector kernels, Neural network, Vol. 11, pp. 637-649, 1998.
    • (1998) Neural Network , vol.11 , pp. 637-649
    • Smola, A.1    Scholkopf, B.2    Muller, K.R.3
  • 4
    • 0002615660 scopus 로고    scopus 로고
    • Geometry and invariance in kernel based methods
    • MIT Presss, Cambridge
    • C. J. C. Burges, Geometry and invariance in kernel based methods, In: Advances in kernel methods-support vector learning, MIT Presss, Cambridge, pp. 89-116, 1999.
    • (1999) Advances in Kernel Methods-support Vector Learning , pp. 89-116
    • Burges, C.J.C.1
  • 6
    • 0032856761 scopus 로고    scopus 로고
    • On domain knowledge and feature selection using a support vector machine
    • Ofir Barzilay, V. L. Brailovsky, On domain knowledge and feature selection using a support vector machine, Pattern recognition letters, Vol. 20, pp. 475-484, 1999.
    • (1999) Pattern Recognition Letters , vol.20 , pp. 475-484
    • Barzilay, O.1    Brailovsky, V.L.2
  • 7
    • 0033220805 scopus 로고    scopus 로고
    • On global, local and mixed and neighborhood kernels for support vector machines
    • V.L. Brailovsky, Ofir Barzilay, R. Shahave, On global, local and mixed and neighborhood kernels for support vector machines, Pattern recognition letters, Vol. 20, pp. 1183-1190, 1999.
    • (1999) Pattern Recognition Letters , vol.20 , pp. 1183-1190
    • Brailovsky, V.L.1    Barzilay, O.2    Shahave, R.3
  • 10
    • 2142643698 scopus 로고    scopus 로고
    • A support vector machine with a hybrid kernel and minimal Vapnik-Chervonenkis dimension
    • April
    • Ying Tan, Jun Wang, A support vector machine with a hybrid kernel and minimal Vapnik-Chervonenkis dimension. IEEE Tran. on knowledge and data engineering, Vol 16, No.4, April 2004.
    • (2004) IEEE Tran. on Knowledge and Data Engineering , vol.16 , Issue.4
    • Tan, Y.1    Wang, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.