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Volumn 34, Issue SUPPL., 2004, Pages 215-218

Chemical process data modeling based on ε-insensitive support vector regression

Author keywords

insensitive support vector regression; Data modeling; Polyacrylonitrile; Soft sensor

Indexed keywords

BACKPROPAGATION; CHEMICAL INDUSTRY; FEEDFORWARD NEURAL NETWORKS; MATHEMATICAL MODELS; POLYACRYLONITRILES; REGRESSION ANALYSIS;

EID: 13944276807     PISSN: 10010505     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (4)

References (7)
  • 2
    • 0002343859 scopus 로고    scopus 로고
    • Introduction to statistical learning theory and support vector machines
    • Chinese source
    • Zhang Xuegong. Introduction to statistical learning theory and support vector machines [J]. Automatica Sinica, 2000, 26(1): 32-42. (in Chinese)
    • (2000) Automatica Sinica , vol.26 , Issue.1 , pp. 32-42
    • Zhang, X.1
  • 3
    • 0034228643 scopus 로고    scopus 로고
    • The analysis of decomposition methods for support vector machines
    • Chang C C, Hsu C W, Lin C J. The analysis of decomposition methods for support vector machines [J]. IEEE Trans on Neural Network, 2000, 11(4): 1003-1008.
    • (2000) IEEE Trans on Neural Network , vol.11 , Issue.4 , pp. 1003-1008
    • Chang, C.C.1    Hsu, C.W.2    Lin, C.J.3
  • 4
    • 84887252594 scopus 로고    scopus 로고
    • Support vector machine for function approximation, regression estimation, and signal processing
    • Mozer M. and Petsche T.(ed.), MIT Press
    • Vapnik V, Golowich S, Smola A. Support vector machine for function approximation, regression estimation, and signal processing [A]. In: Mozer M, Petsche T eds. Neural Information Processing Systems [C]. MIT Press, 1997, 9.
    • (1997) Neural Information Processing Systems , pp. 9
    • Vapnik, V.1    Golowich, S.2    Smola, A.3
  • 7
    • 13944261826 scopus 로고    scopus 로고
    • The application of soft measurement hybrid model for the quality performance of polyacrylonitrile
    • Chinese source
    • Yang Huizhong, Zhang Suzheng, Tao Zhenlin. The application of soft measurement hybrid model for the quality performance of polyacrylonitrile [J]. Control and Instruments in Chemical Industry, 2002, 29(6): 11-13. (in Chinese)
    • (2002) Control and Instruments in Chemical Industry , vol.29 , Issue.6 , pp. 11-13
    • Yang, H.1    Zhang, S.2    Tao, Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.