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Volumn 9, Issue 1, 2007, Pages 45-50

A fuzzy model of support vector regression machine

Author keywords

Fuzzy regression; Support Vector Machines (SVMs); Support vector regression

Indexed keywords

MATHEMATICAL MODELS; REGRESSION ANALYSIS; SET THEORY; SUPPORT VECTOR MACHINES;

EID: 34248169802     PISSN: 15622479     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (18)

References (14)
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  • 2
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    • J.-H. Chiang and P.-Y. Hao, "Support vector learning mechanism for fuzzy rule-based modeling: a new approach," IEEE Trans. on Fuzzy Systems, vol. 12, no. 1, pp. 1-12, 2004.
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  • 3
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    • Support vector network
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    • Cortes, C.1    Vapnik, V.N.2
  • 5
    • 84871983806 scopus 로고
    • Operations on fuzzy number
    • D. Dubois and H. Prade, "Operations on fuzzy number," Int. J. Syst. Sci., vol. 9, pp. 613-626, 1978.
    • (1978) Int. J. Syst. Sci , vol.9 , pp. 613-626
    • Dubois, D.1    Prade, H.2
  • 7
    • 22344440204 scopus 로고    scopus 로고
    • Fuzzy support vector machines for pattern recognition and data mining
    • Sep
    • H.-P. Huang and Y.-H. Liu, "Fuzzy support vector machines for pattern recognition and data mining," International Journal of Fuzzy Systems, vol. 4, no. 3, pp.826-835, Sep. 2002.
    • (2002) International Journal of Fuzzy Systems , vol.4 , Issue.3 , pp. 826-835
    • Huang, H.-P.1    Liu, Y.-H.2
  • 9
    • 0032098361 scopus 로고    scopus 로고
    • The connection between regularization operations and support vector kernels
    • A. Smola, B. Schölkopf, and K.-R. Müller, "The connection between regularization operations and support vector kernels," Neural Networks, vol. 11, pp. 637-649, 1998.
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    • Smola, A.1    Schölkopf, B.2    Müller, K.-R.3
  • 11
    • 0032205733 scopus 로고    scopus 로고
    • Interval regression analysis by quadratic programming approach
    • H. Tanaka and H. Lee, "Interval regression analysis by quadratic programming approach," IEEE Trans. on Fuzzy Systems, vol. 6, no. 4, pp. 473-481, 1998.
    • (1998) IEEE Trans. on Fuzzy Systems , vol.6 , Issue.4 , pp. 473-481
    • Tanaka, H.1    Lee, H.2
  • 13
    • 0018456471 scopus 로고
    • On solving fuzzy mathematical relationships
    • R. R. Yager, "On solving fuzzy mathematical relationships," Information and Control, vol. 41, pp. 29-55, 1979.
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  • 14
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    • The concept of linguistic variable and its application to approximate reasoning
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    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.