메뉴 건너뛰기




Volumn 331, Issue 3, 1996, Pages 187-193

Application of Radial Basis Functions - Partial Least Squares to non-linear pattern recognition problems: Diagnosis of process faults

Author keywords

pattern recognition; process control; Radial Basis Functions Networks (RBFN)

Indexed keywords

ANALYTICAL ERROR; ARTICLE; ARTIFICIAL NEURAL NETWORK; PATTERN RECOGNITION; PRIORITY JOURNAL;

EID: 0030607273     PISSN: 00032670     EISSN: None     Source Type: Journal    
DOI: 10.1016/0003-2670(96)00206-1     Document Type: Article
Times cited : (65)

References (15)
  • 1
    • 4243912855 scopus 로고
    • K.G. Joreskog and H. Wold (Eds.), North Holland Publishing, Amsterdam
    • [1] H. Wold, in K.G. Joreskog and H. Wold (Eds.), Systems under indirect observation, Vol. I and II, North Holland Publishing, Amsterdam, 1982.
    • (1982) Systems under Indirect Observation , vol.1-2
    • Wold, H.1
  • 4
    • 84920296240 scopus 로고    scopus 로고
    • The radial basis functions-partial least squares approach as a flexible non-linear regression technique
    • this issue
    • [4] B. Walczak and D.L. Massart, The Radial Basis Functions-Partial Least Squares Approach as a flexible non-linear regression technique, Anal. Chim. Acta, this issue.
    • Anal. Chim. Acta
    • Walczak, B.1    Massart, D.L.2
  • 5
    • 0000672424 scopus 로고
    • Fast learning in networks of locally-tuned processing units
    • [5] J. Moody and C.J. Darken, Fast learning in networks of locally-tuned processing units, Neural Computation, 1 (1989) 151-160.
    • (1989) Neural Computation , vol.1 , pp. 151-160
    • Moody, J.1    Darken, C.J.2
  • 6
    • 0024922715 scopus 로고
    • Phoneme classification experiments using radial basis functions
    • Washington, DC, June
    • [6] S. Renals and R. Rohwer, Phoneme classification experiments using radial basis functions, in Proc. Int. Joint Conf. Neural Networks, Washington, DC, June 1989, p. 461-467.
    • (1989) Proc. Int. Joint Conf. Neural Networks , pp. 461-467
    • Renals, S.1    Rohwer, R.2
  • 7
    • 0027538427 scopus 로고
    • Backpropagation neural networks: A tutorial
    • [7] B.J. Wythoff, Backpropagation neural networks: a tutorial, Chemometrics Intel. Lab. Sys., 18 (1993) 115-155.
    • (1993) Chemometrics Intel. Lab. Sys. , vol.18 , pp. 115-155
    • Wythoff, B.J.1
  • 9
    • 0028209684 scopus 로고
    • Using artificial neural networks for solving chemical problems, Part I. Multilayer feed-forward networks
    • [9] J.R.M. Smits, W.J. Melssen, L.M.C. Buydens and G. Kateman, Using artificial neural networks for solving chemical problems, Part I. Multilayer feed-forward networks, Chemometrics Intel. Lab. Sys., 22 (1994) 165-189.
    • (1994) Chemometrics Intel. Lab. Sys. , vol.22 , pp. 165-189
    • Smits, J.R.M.1    Melssen, W.J.2    Buydens, L.M.C.3    Kateman, G.4
  • 10
    • 0027320868 scopus 로고
    • Neural networks in analytical chemistry
    • [10] G. Kateman, Neural networks in analytical chemistry, Chemometrics Intel. Lab. Sys., 19 (1993) 135-142.
    • (1993) Chemometrics Intel. Lab. Sys. , vol.19 , pp. 135-142
    • Kateman, G.1
  • 11
    • 0026135904 scopus 로고
    • Radial basis function networks for classifying process faults
    • [11] J.-A. Leonard and M.A. Kramer, Radial basis function networks for classifying process faults, IEEE Control Sys., 31 (1991) 31-38.
    • (1991) IEEE Control Sys. , vol.31 , pp. 31-38
    • Leonard, J.-A.1    Kramer, M.A.2
  • 12
    • 0000629975 scopus 로고
    • Cross-validation choice and assessment of statistical prediction
    • [12] M. Stone, Cross-validation choice and assessment of statistical prediction, J. Roy. Stat. Soc., B (1974) 111-133.
    • (1974) J. Roy. Stat. Soc., B , pp. 111-133
    • Stone, M.1
  • 13
    • 0026116468 scopus 로고
    • Orthogonal least squares learning algorithm for radial basis function networks
    • [13] S. Chen, C.F.N. Cowan and P.M. Grant, Orthogonal least squares learning algorithm for radial basis function networks, IEEE Trans. Neural Networks, 2 (1991) 302-309.
    • (1991) IEEE Trans. Neural Networks , vol.2 , pp. 302-309
    • Chen, S.1    Cowan, C.F.N.2    Grant, P.M.3
  • 15
    • 84894887900 scopus 로고
    • Computer aided design of experiments
    • [15] R.W. Kennard and L.A. Stone, Computer aided design of experiments, Technometrics, 11 (1969) 137-1485.
    • (1969) Technometrics , vol.11 , pp. 137-1485
    • Kennard, R.W.1    Stone, L.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.