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Volumn 7665 LNCS, Issue PART 3, 2012, Pages 217-227

Evolutionary extreme learning machine for ordinal regression

Author keywords

extreme learning machine; neural networks; ordinal classification; ordinal regression; support vector machine

Indexed keywords

CLASS LABELS; COMPUTATIONAL TIME; DATA SETS; EXTREME LEARNING MACHINE; FEATURE SPACE; ORDINAL CLASSIFICATION; ORDINAL REGRESSION; ORDINAL STRUCTURE; REAL LINE; STATE-OF-THE-ART ALGORITHMS;

EID: 84869000959     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-34487-9_27     Document Type: Conference Paper
Times cited : (1)

References (18)
  • 3
    • 27744456721 scopus 로고    scopus 로고
    • Modelling Ordinal Relations with SVMs: An Application to Objective Aesthetic Evaluation of Breast Cancer Conservative Treatment
    • Cardoso, J.S., Pinto da Costa, J.F., Cardoso, M.J.: Modelling Ordinal Relations with SVMs: an Application to Objective Aesthetic Evaluation of Breast Cancer Conservative Treatment. Neural Networks 18(5-6), 808-817 (2005)
    • (2005) Neural Networks , vol.18 , Issue.5-6 , pp. 808-817
    • Cardoso, J.S.1    Pinto Da Costa, J.F.2    Cardoso, M.J.3
  • 6
    • 33847626350 scopus 로고    scopus 로고
    • Support Vector Ordinal Regression
    • Chu, W., Sathiya Keerthi, S.: Support Vector Ordinal Regression. Neural Computation 19(3), 792-815 (2007)
    • (2007) Neural Computation , vol.19 , Issue.3 , pp. 792-815
    • Chu, W.1    Sathiya Keerthi, S.2
  • 7
    • 39649085857 scopus 로고    scopus 로고
    • The Unimodal Model for the Classification of Ordinal Data
    • Pinto da Costa, J.F., Alonso, H., Cardoso, J.S.: The Unimodal Model for the Classification of Ordinal Data. Neural Networks 21(1), 78-91 (2008)
    • (2008) Neural Networks , vol.21 , Issue.1 , pp. 78-91
    • Pinto Da Costa, J.F.1    Alonso, H.2    Cardoso, J.S.3
  • 9
    • 84948166287 scopus 로고    scopus 로고
    • A Simple Approach to Ordinal Classification
    • Flach, P.A., De Raedt, L. (eds.) ECML 2001. Springer, Heidelberg
    • Frank, E., Hall, M.: A Simple Approach to Ordinal Classification. In: Flach, P.A., De Raedt, L. (eds.) ECML 2001. LNCS (LNAI), vol. 2167, pp. 145-156. Springer, Heidelberg (2001)
    • (2001) LNCS (LNAI) , vol.2167 , pp. 145-156
    • Frank, E.1    Hall, M.2
  • 10
    • 85050840187 scopus 로고
    • The Multivariate Analysis of Ordinal Measures
    • Hawkes, R.K.: The Multivariate Analysis of Ordinal Measures. The American Journal of Sociology 76(5), 908-926 (1971)
    • (1971) The American Journal of Sociology , vol.76 , Issue.5 , pp. 908-926
    • Hawkes, R.K.1
  • 11
    • 0008371352 scopus 로고    scopus 로고
    • Large Margin Rank Boundaries for Ordinal Regression
    • Smola, A.J., Bartlett, P.L., Schölkopf, B., Schuurmans, D. (eds.) MIT Press, Cambridge
    • Herbrich, R., Graepel, T., Obermayer, K.: Large Margin Rank Boundaries for Ordinal Regression. In: Smola, A.J., Bartlett, P.L., Schölkopf, B., Schuurmans, D. (eds.) Advances in Large Margin Classifiers, pp. 115-132. MIT Press, Cambridge (2000)
    • (2000) Advances in Large Margin Classifiers , pp. 115-132
    • Herbrich, R.1    Graepel, T.2    Obermayer, K.3
  • 13
    • 33745903481 scopus 로고    scopus 로고
    • Extreme Learning Machine: Theory and Applications
    • Huang, G.B., Zhu, Q.Y., Siew, C.K.: Extreme Learning Machine: Theory and Applications. Neurocomputing 70(1-3), 489-501 (2006)
    • (2006) Neurocomputing , vol.70 , Issue.1-3 , pp. 489-501
    • Huang, G.B.1    Zhu, Q.Y.2    Siew, C.K.3
  • 15
    • 33745458393 scopus 로고    scopus 로고
    • Prediction of Ordinal Classes Using Regression Trees
    • Ohsuga, S., Raœ, Z.W. (eds.) ISMIS 2000. Springer, Heidelberg
    • Kramer, S., Widmer, G., Pfahringer, B., de Groeve, M.: Prediction of Ordinal Classes Using Regression Trees. In: Ohsuga, S., Raœ, Z.W. (eds.) ISMIS 2000. LNCS (LNAI), vol. 1932, pp. 426-434. Springer, Heidelberg (2000)
    • (2000) LNCS (LNAI) , vol.1932 , pp. 426-434
    • Kramer, S.1    Widmer, G.2    Pfahringer, B.3    De Groeve, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.