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Volumn 2005, Issue , 2005, Pages 3711-3716

Time-series Gaussian process regression based on toeplitz computation of O(N2) operations and O(N)-level storage

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; MATRIX ALGEBRA; PARAMETER ESTIMATION; REGRESSION ANALYSIS; STATISTICAL METHODS;

EID: 33847233283     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2005.1582739     Document Type: Conference Paper
Times cited : (98)

References (13)
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    • C.K.I. Williams, Prediction with Gaussian processes: from linear regression to linear prediction and beyond, Learning in Graphical Models (Jordan, M. L, Ed.), 599-621, 1999.
    • (1999) Learning in Graphical Models , pp. 599-621
    • Williams, C.K.I.1
  • 7
    • 84898995949 scopus 로고    scopus 로고
    • E. Solak, R. Murray-Smith, W.E. Leithead, D.J. Leith, & C.E. Rasmussen, Derivative observations in Gaussian process models of dynamic systems, in Advances in Neural Information Processing Systems (Becker, S., Thrun, S., & Obermayer, K., Eds.), 15: 1033-1040, MIT Press, 2003.
    • E. Solak, R. Murray-Smith, W.E. Leithead, D.J. Leith, & C.E. Rasmussen, "Derivative observations in Gaussian process models of dynamic systems", in Advances in Neural Information Processing Systems (Becker, S., Thrun, S., & Obermayer, K., Eds.), 15: 1033-1040, MIT Press, 2003.
  • 8
    • 33947374131 scopus 로고    scopus 로고
    • Identifi cation of aerodynamics and drive-train dynamics for a variable speed wind turbine
    • Madrid
    • W.E. Leithead, F. Hardan, & D.J. Leith, "Identifi cation of aerodynamics and drive-train dynamics for a variable speed wind turbine", in European Wind Energy Conference, Madrid, 2003.
    • (2003) European Wind Energy Conference
    • Leithead, W.E.1    Hardan, F.2    Leith, D.J.3
  • 9
    • 0002978835 scopus 로고
    • On curve fitting and optimal design for regression
    • A. O'Hagan, On curve fitting and optimal design for regression, Journal of Royal Statistical Society, B, vol. 40, pp. 1-42, 1978.
    • (1978) Journal of Royal Statistical Society, B , vol.40 , pp. 1-42
    • O'Hagan, A.1
  • 10
    • 79960723985 scopus 로고    scopus 로고
    • Efficient Gaussian process based on BFGS updating and logdet approximation
    • Prague, July
    • W. E. Leithead, Y. Zhang, & D. J. Leith, "Efficient Gaussian process based on BFGS updating and logdet approximation," in the 16th IFAC world congress, Prague, July 2005.
    • (2005) 16th IFAC world congress
    • Leithead, W.E.1    Zhang, Y.2    Leith, D.J.3
  • 11
    • 33745184235 scopus 로고    scopus 로고
    • Revisit the analog computer and gradient-based neural system for matrix inversion
    • Y. Zhang, "Revisit the analog computer and gradient-based neural system for matrix inversion", in the IEEE International Symposium on Intelligent Control, pp. 1411-1416, 2005.
    • (2005) IEEE International Symposium on Intelligent Control , pp. 1411-1416
    • Zhang, Y.1
  • 13
    • 33847177761 scopus 로고    scopus 로고
    • The MathWorks, Inc. MATLAB Optimization Toolbox, ver. 2.3, 2003
    • The MathWorks, Inc. MATLAB Optimization Toolbox, ver. 2.3, 2003.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.