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Volumn 5579 LNAI, Issue , 2009, Pages 826-835

Interval regression analysis with soft-margin reduced support vector machine

Author keywords

Interval regression analysis; Reduced support vector machine; Soft margin

Indexed keywords

CRISP DATA; DATA SETS; DISTRIBUTION ESTIMATION; EFFICIENT METHOD; GRAY ZONE; INTERVAL REGRESSION ANALYSIS; NONLINEAR KERNELS; NUMBER OF SAMPLES; REDUCED SUPPORT VECTOR MACHINE; REDUCED SUPPORT VECTOR MACHINES; SOFT MARGIN; SOFT MARGINS; SVM MODEL;

EID: 70350680657     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02568-6_84     Document Type: Conference Paper
Times cited : (14)

References (16)
  • 1
    • 27144489164 scopus 로고    scopus 로고
    • A Tutorial on Support Vector Machines for Pattern Recognition
    • Burges, C.J.C.: A Tutorial on Support Vector Machines for Pattern Recognition. Data Mining and Knowledge Discovery 2, 121-167 (1998)
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 4
    • 0042591514 scopus 로고    scopus 로고
    • Support Vector Fuzzy Regression Machines
    • Hong, D.H., Hwang, C.H.: Support Vector Fuzzy Regression Machines. Fuzzy Sets and Systems 138, 271-281 (2003)
    • (2003) Fuzzy Sets and Systems , vol.138 , pp. 271-281
    • Hong, D.H.1    Hwang, C.H.2
  • 5
    • 17644404746 scopus 로고    scopus 로고
    • Interval Regression Analysis using Quadratic Loss Support Vector Machine
    • Hong, D.H., Hwang, C.H.: Interval Regression Analysis using Quadratic Loss Support Vector Machine. IEEE Transactions on Fuzzy Systems 13, 229-237 (2005)
    • (2005) IEEE Transactions on Fuzzy Systems , vol.13 , pp. 229-237
    • Hong, D.H.1    Hwang, C.H.2
  • 6
    • 0041589566 scopus 로고    scopus 로고
    • Support Vector Interval Regression Networks for Interval Regression Analysis
    • Jeng, J.T., Chuang, C.C., Su, S.F.: Support Vector Interval Regression Networks for Interval Regression Analysis. Fuzzy Sets and Systems 138, 283-300 (2003)
    • (2003) Fuzzy Sets and Systems , vol.138 , pp. 283-300
    • Jeng, J.T.1    Chuang, C.C.2    Su, S.F.3
  • 9
    • 0001777975 scopus 로고    scopus 로고
    • Generalized Support Vector Machines
    • Smola, A.J, Bartlett, P.L, Schüolkopf, B, Schuurmans, D, eds, MIT Press, Cambridge
    • Mangasarian, O.L.: Generalized Support Vector Machines. In: Smola, A.J., Bartlett, P.L., Schüolkopf, B., Schuurmans, D. (eds.) Advances in Large Margin Classifiers, pp. 135-146. MIT Press, Cambridge (2000)
    • (2000) Advances in Large Margin Classifiers , pp. 135-146
    • Mangasarian, O.L.1
  • 10
    • 34250122797 scopus 로고
    • Interpolation of Scattered Data: Distance Matrices and Conditionally Positive Definite Functions
    • Micchelli, C.A.: Interpolation of Scattered Data: Distance Matrices and Conditionally Positive Definite Functions. Constructive Approximation 2, 11-22 (1986)
    • (1986) Constructive Approximation , vol.2 , pp. 11-22
    • Micchelli, C.A.1
  • 11
    • 0003798627 scopus 로고    scopus 로고
    • Schüolkopf, B, Burges, C.J.C, Smola, A.J, eds, MIT Press, Cambridge
    • Schüolkopf, B., Burges, C.J.C., Smola, A.J. (eds.): Advances in Kernel Methods: Support Vector Learning. MIT Press, Cambridge (1999)
    • (1999) Advances in Kernel Methods: Support Vector Learning
  • 13
    • 0003401675 scopus 로고    scopus 로고
    • A Tutorial on Support Vector Regression. NeuroCOLT2 Tech
    • Report, NeuroCOLT 1998, Statistics and Computing 14, 199-222
    • Smola, A.J., Schüolkopf, B.: A Tutorial on Support Vector Regression. NeuroCOLT2 Tech. Report, NeuroCOLT (1998); Statistics and Computing 14, 199-222 (2004)
    • (2004)
    • Smola, A.J.1    Schüolkopf, B.2
  • 14
    • 0032205733 scopus 로고    scopus 로고
    • Interval Regression Analysis by Quadratic Programming Approach
    • Tanaka, H., Lee, H.: Interval Regression Analysis by Quadratic Programming Approach. IEEE Transactions on Fuzzy Systems 6, 473-481 (1998)
    • (1998) IEEE Transactions on Fuzzy Systems , vol.6 , pp. 473-481
    • Tanaka, H.1    Lee, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.