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Volumn 16, Issue 3-4, 2003, Pages 349-353

Application of the kernel method to the inverse geosounding problem

Author keywords

Kernel method; Regularization; Support vector

Indexed keywords

ELECTRIC CONDUCTIVITY; LINEAR PROGRAMMING; REGRESSION ANALYSIS; VECTORS;

EID: 0347296051     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(03)00025-X     Document Type: Article
Times cited : (7)

References (13)
  • 1
    • 0023525470 scopus 로고
    • Occam's inversion: A practical algorithm for generating smooth models from electromagnetic sounding data
    • Constable S.C., Parker R.L., Constable C.G. Occam's inversion: a practical algorithm for generating smooth models from electromagnetic sounding data. Geophysics. 52:1987;289-300.
    • (1987) Geophysics , vol.52 , pp. 289-300
    • Constable, S.C.1    Parker, R.L.2    Constable, C.G.3
  • 2
    • 0023532824 scopus 로고
    • Electromagnetic sounding in the resistive limit and the Backus-Gilbert method for estimating averages
    • Esparza F.J., Gómez-Treviño E. Electromagnetic sounding in the resistive limit and the Backus-Gilbert method for estimating averages. Geoexploration. 24:1987;441-454.
    • (1987) Geoexploration , vol.24 , pp. 441-454
    • Esparza, F.J.1    Gómez-Treviño, E.2
  • 3
    • 0000249788 scopus 로고    scopus 로고
    • An equivalence between sparse approximation and support vector machines
    • Girosi F. An equivalence between sparse approximation and support vector machines. Neural Computation. 10:1998;1455-1480.
    • (1998) Neural Computation , vol.10 , pp. 1455-1480
    • Girosi, F.1
  • 4
    • 0036748818 scopus 로고    scopus 로고
    • New theoretical and practical aspects of electromagnetic soundings at low induction numbers
    • Gómez-Treviño E., Esparza F., Méndez-Delgado S. New theoretical and practical aspects of electromagnetic soundings at low induction numbers. Geophysics. 67:2002;1441-1451.
    • (2002) Geophysics , vol.67 , pp. 1441-1451
    • Gómez-Treviño, E.1    Esparza, F.2    Méndez-Delgado, S.3
  • 9
    • 0032098361 scopus 로고    scopus 로고
    • The connection between regularization operators and support vector kernels
    • Smola A., Schölkopf B., Müller K.R. The connection between regularization operators and support vector kernels. Neural Networks. 11:1998;637-649.
    • (1998) Neural Networks , vol.11 , pp. 637-649
    • Smola, A.1    Schölkopf, B.2    Müller, K.R.3
  • 10
    • 0035359419 scopus 로고    scopus 로고
    • Statistical regularization of inverse problems
    • Tenorio L. Statistical regularization of inverse problems. SIAM Review. 43:2001;347-366.
    • (2001) SIAM Review , vol.43 , pp. 347-366
    • Tenorio, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.