메뉴 건너뛰기




Volumn 3, Issue , 2005, Pages

An example of Gaussian process model identification

Author keywords

[No Author keywords available]

Indexed keywords

BLACK-BOX MODEL; GAUSSIAN PROCESS MODELS; GAUSSIAN PROCESS PRIOR MODELS; MODEL RESPONSE; MULTI-STEP; NON-PARAMETRIC MODELLING; PLANT IDENTIFICATION;

EID: 84896853999     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (6)

References (16)
  • 4
    • 8744252785 scopus 로고    scopus 로고
    • Derivative Observations used in Predictive Control
    • Dubrovnik
    • J. Kocijan and D.J. Leith, "Derivative Observations used in Predictive Control". Proc.: Melecon 2004, Dubrovnik, 2004.
    • (2004) Proc.: Melecon 2004
    • Kocijan, J.1    Leith, D.J.2
  • 5
    • 0002978835 scopus 로고
    • On curve fitting and optimal design for regression (with discussion)
    • A. O'Hagan, "On curve fitting and optimal design for regression (with discussion)", Journal of the Royal Statistical Society B, vol. 40, pp.1-42, 1978.
    • (1978) Journal of the Royal Statistical Society B , vol.40 , pp. 1-42
    • O'Hagan, A.1
  • 8
    • 8744274511 scopus 로고    scopus 로고
    • Dynamic Systems Identification with Gaussian Processes
    • extended version in Mathematical and Computer Modelling of Dynamic Systems (in press)
    • J. Kocijan, A. Girard, B. Banko and R. Murray-Smith, "Dynamic Systems Identification with Gaussian Processes", Proc.: 4th Mathmod, Wien, 2003, extended version in Mathematical and Computer Modelling of Dynamic Systems (in press).
    • (2003) Proc.: 4th Mathmod
    • Kocijan, J.1    Girard, A.2    Banko, B.3    Murray-Smith, R.4
  • 11
    • 11144332281 scopus 로고    scopus 로고
    • Multi-step ahead prediction for nonlinear dynamic sytems - A Gaussian Process treatment with propagation of the uncertainty
    • S. Becker, S. Thrun and K. Obermayer (Eds), 15, MIT Press
    • A. Girard, C.E. Rasmussen, J. Quiñonero Candela and R. Murray- Smith, "Multi-step ahead prediction for nonlinear dynamic sytems - A Gaussian Process treatment with propagation of the uncertainty", S. Becker, S. Thrun and K. Obermayer (Eds) Advances in Neural Information Processing Systems 15, MIT Press, pp. 1033-1040, 2003.
    • (2003) Advances In Neural Information Processing Systems , pp. 1033-1040
    • Girard, A.1    Rasmussen, C.E.2    Candela, J.Q.3    Murray-Smith, R.4
  • 13
    • 0003017575 scopus 로고    scopus 로고
    • Prediction with Gaussina processes: From linear regression and beyond
    • M.I. Jordan (Ed), Kluwer Academic Press
    • C.K.I. Williams, "Prediction with Gaussina processes: from linear regression and beyond", M.I. Jordan (Ed) Learning and Inference in Graphical models, Kluwer Academic Press, pp. 599-621, 1998.
    • (1998) Learning and Inference In Graphical Models , pp. 599-621
    • Williams, C.K.I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.