메뉴 건너뛰기




Volumn 36, Issue 16, 2003, Pages 1783-1788

Multi-Output Suppport Vector Regression

Author keywords

Black box modeling; Kriging; MIMO systems; Nonlinear regression; Regularization; Reproducing kernels; Robust estimation; Support vector machines

Indexed keywords

INTERPOLATION; MIMO SYSTEMS; SUPPORT VECTOR MACHINES; VECTORS;

EID: 40649109995     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/S1474-6670(17)35018-8     Document Type: Conference Paper
Times cited : (31)

References (17)
  • 2
    • 0003425664 scopus 로고    scopus 로고
    • Support vector machines for classification and regression
    • Image Speech and Intelligent Systems Research Group. University of Southampton
    • S.R. Gunn Support vector machines for classification and regression Technical report 1997 Image Speech and Intelligent Systems Research Group. University of Southampton
    • (1997) Technical Report
    • Gunn, S.R.1
  • 5
    • 21144479737 scopus 로고
    • Fitting continuous ARMA models to unequally spaces spatial data
    • R. Jones, and A. Vecchia Fitting continuous ARMA models to unequally spaces spatial data J. of the Amer. Stat. Assoc 88 423 1993 947 954
    • (1993) J. of the Amer. Stat. Assoc , vol.88 , Issue.423 , pp. 947-954
    • Jones, R.1    Vecchia, A.2
  • 6
    • 84865486245 scopus 로고
    • Principles of geostatistics
    • G. Matheron Principles of geostatistics Economic Geology 58 1963 1246 1266
    • (1963) Economic Geology , vol.58 , pp. 1246-1266
    • Matheron, G.1
  • 7
    • 0001812926 scopus 로고
    • Splines and Kriging: Their formal equivalence
    • D.F. Merriam, Syracuse Univ. of geology contributions ed
    • G. Matheron Splines and Kriging: their formal equivalence D.F. Merriam, Down-to-Earth Statistics: Solutions Looking for Geological Problems 1981 Syracuse Univ. of geology contributions ed. 77 95
    • (1981) Down-to-Earth Statistics: Solutions Looking for Geological Problems , pp. 77-95
    • Matheron, G.1
  • 8
    • 0000190592 scopus 로고    scopus 로고
    • Native Hilbert spaces for radial basis functions i
    • R. Schaback Native Hilbert spaces for radial basis functions I Inter, Series of Numerical Mathematics 132 1999 255 282
    • (1999) Inter, Series of Numerical Mathematics , vol.132 , pp. 255-282
    • Schaback, R.1
  • 10
    • 0032098361 scopus 로고    scopus 로고
    • The connection between regularization operators and support vector kernels
    • A.J. Smola, B. Schölkopf, and K.-R. Müller The connection between regularization operators and support vector kernels Neural Networks 11 4 1998 637 649
    • (1998) Neural Networks , vol.11 , Issue.4 , pp. 637-649
    • Smola, A.J.1    Schölkopf, B.2    Müller, K.-R.3
  • 11
    • 84898946392 scopus 로고    scopus 로고
    • Semiparametric support vector and linear programming machines
    • M. Kearns, S. Solla, D. Cohn, MIT Press Cambridge
    • A. Smola, T. Friess, and B. Schölkopf Semiparametric support vector and linear programming machines M. Kearns, S. Solla, D. Cohn, Advances in Neural Information Processing Systems 11 1999 MIT Press Cambridge 585 591
    • (1999) Advances in Neural Information Processing Systems , vol.11 , pp. 585-591
    • Smola, A.1    Friess, T.2    Schölkopf, B.3
  • 15
    • 0001873883 scopus 로고    scopus 로고
    • SVM, RKHS, and randomized GACV
    • B. Schölkopf, C.J.C. Burges, A.J. Smola, MIT Press Boston Chap. 6
    • G. Wahba SVM, RKHS, and randomized GACV B. Schölkopf, C.J.C. Burges, A.J. Smola, Advances in Kernel Methods Support Vector Learning 1998 MIT Press Boston 69 87 Chap. 6
    • (1998) Advances in Kernel Methods Support Vector Learning , pp. 69-87
    • Wahba, G.1
  • 17
    • 4644370744 scopus 로고    scopus 로고
    • Regression with Gaussian processes
    • S.W. Ellacott, J.C. Mason, I.J. Anderson, Presented at the Mathematics of Neural Networks and Applications Conference, Oxford, 1995 Kluwer
    • C.K.I Williams Regression with Gaussian processes S.W. Ellacott, J.C. Mason, I.J. Anderson, Mathematics of Neural Networks: Models, Algorithms and Applications Presented at the Mathematics of Neural Networks and Applications Conference, Oxford, 1995 1997 Kluwer
    • (1997) Mathematics of Neural Networks: Models, Algorithms and Applications
    • Williams, C.K.I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.