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Volumn 69, Issue 13-15, 2006, Pages 1655-1658

Improved sparse least-squares support vector machine classifiers

Author keywords

Least squares support vector machines; Pruning method; Sparse LS SVM

Indexed keywords

MATHEMATICAL MODELS; OPTIMIZATION; SET THEORY;

EID: 33745189418     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2006.03.001     Document Type: Article
Times cited : (48)

References (8)
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    • 0037507242 scopus 로고    scopus 로고
    • Pruning error minimization in least squares support vector machines
    • De Kruif B.J., and De Vries T.J.A. Pruning error minimization in least squares support vector machines. IEEE Trans. Neural Networks 14 3 (2003) 696-702
    • (2003) IEEE Trans. Neural Networks , vol.14 , Issue.3 , pp. 696-702
    • De Kruif, B.J.1    De Vries, T.J.A.2
  • 2
    • 33751237473 scopus 로고    scopus 로고
    • L. Hoegaerts, J.A.K. Suykens, J. Vandewalle, B. De Moor, A comparison of pruning algorithms for sparse least squares support vector machines, in: Proceedings of International Conference on Neural Information Processing 2004, Calcutta, India, November 2004, pp. 1247-1253.
  • 3
    • 33745208858 scopus 로고    scopus 로고
    • D.J. Newman, C.L. Blake, C.J. Merz, UCI repository of machine learning databases, http://www.ics.uci.edu/~mlearn/MLRepository.html (Irvine, CA), 1998.
  • 4
    • 4644354708 scopus 로고    scopus 로고
    • Sparseness of support vector machines
    • Ingo S. Sparseness of support vector machines. J. Mach. Learning Res. 4 6 (2004) 1071-1106
    • (2004) J. Mach. Learning Res. , vol.4 , Issue.6 , pp. 1071-1106
    • Ingo, S.1
  • 5
    • 0032638628 scopus 로고    scopus 로고
    • Least square support vector machine classifiers
    • Suykens J.A.K., and Vandewalle J. Least square support vector machine classifiers. Neural Process. Lett. 9 3 (1999) 293-300
    • (1999) Neural Process. Lett. , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 6
    • 33745212341 scopus 로고    scopus 로고
    • J.A.K Suykens, L. Lukas, J. Vandewalle, Sparse least squares support vector machine classifiers, in: Proceedings of European Symposium of Artificial Neural Networks 2000, Bruges, Belgium, April 2000, pp. 37-42.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.