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Volumn 29, Issue 2, 2004, Pages 47-63

An affine Gaussian process approach for nonlinear system identification

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTATIONAL METHODS; COMPUTER SIMULATION; FUZZY SETS; NEURAL NETWORKS; OPTIMIZATION; PROBABILITY; REGRESSION ANALYSIS;

EID: 4344632167     PISSN: 01371223     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (8)

References (18)
  • 1
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • Mar.
    • NARENDRA K. S., PARTHASARATHY K., Identification and control of dynamical systems using neural networks, IEEE Transactions on Neural Networks, 1(1), Mar. 1990, 4-27.
    • (1990) IEEE Transactions on Neural Networks , vol.1 , Issue.1 , pp. 4-27
    • Narendra, K.S.1    Parthasarathy, K.2
  • 2
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modelling and control
    • Jan.-Feb.
    • TAKAGI T., SUGENO M., Fuzzy identification of systems and its applications to modelling and control, IEEE Transactions on Systems, Man and Cybernetics, SMC-15(1), Jan.-Feb. 1985, 116-132.
    • (1985) IEEE Transactions on Systems, Man and Cybernetics , vol.SMC-15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 5
    • 4344631113 scopus 로고    scopus 로고
    • On transient dynamics, off-equlibrium behaviour and identification in blended multiple model structures
    • JOHANSEN T. A., MURRAY-SMITH R., SHORTEN R., On transient dynamics, off-equlibrium behaviour and identification in blended multiple model structures, European Control Conference, 1999.
    • (1999) European Control Conference
    • Johansen, T.A.1    Murray-Smith, R.2    Shorten, R.3
  • 6
    • 0002978835 scopus 로고
    • Curve fitting and optimal design for prediction
    • O'HAGAN A., Curve fitting and optimal design for prediction (with discussion), Journal of the Royal Statistical Society B, 40(1), 1978, 1-42.
    • (1978) Journal of the Royal Statistical Society B , vol.40 , Issue.1 , pp. 1-42
    • O'Hagan, A.1
  • 7
    • 0003017575 scopus 로고    scopus 로고
    • Prediction with Gaussian processes: From linear regression to linear prediction and beyond
    • WILLIAMS C. K. I., Prediction with Gaussian processes: From linear regression to linear prediction and beyond, Learning and Inference in Graphical Models, 1998.
    • (1998) Learning and Inference in Graphical Models
    • Williams, C.K.I.1
  • 10
    • 0142162205 scopus 로고    scopus 로고
    • Gaussian process model based predictive control
    • Jožef Stefan Institute, Dec.
    • KOCIJAN J., Gaussian process model based predictive control, Technical Report DP-8710, Jožef Stefan Institute, Dec. 2002.
    • (2002) Technical Report , vol.DP-8710
    • Kocijan, J.1
  • 14
    • 85072768928 scopus 로고    scopus 로고
    • Gaussian processes for regression
    • [in:] M. E. Hasselmo Touretzky, M. C. Mozer (eds.), MIT Press
    • WILLIAMS C. K. I., RASMUSSEN C. E., Gaussian processes for regression, [in:] M. E. Hasselmo Touretzky, M. C. Mozer (eds.), Advances in Neural Information Processing Systems 8, MIT Press, 1996, 514-520.
    • (1996) Advances in Neural Information Processing Systems , vol.8 , pp. 514-520
    • Williams, C.K.I.1    Rasmussen, C.E.2
  • 18
    • 4344579558 scopus 로고    scopus 로고
    • Local model network identification with Gaussian processes
    • Department of Electrical Engineering, University College Cork, Ireland, Dec.
    • GREGORČIČ G., Local model network identification with Gaussian processes, Technical Report, Department of Electrical Engineering, University College Cork, Ireland, Dec. 2003.
    • (2003) Technical Report
    • Gregorčič, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.