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Volumn 13, Issue 4, 2009, Pages 626-630

Fast pruning algorithm for designing sparse least squares support vector machine

Author keywords

Least squares support vector machine; Partitioned matrix; Permutation matrix; Pruning algorithm; Sparsity

Indexed keywords

LEAST SQUARES SUPPORT VECTOR MACHINE; PARTITIONED MATRIX; PERMUTATION MATRIX; PRUNING ALGORITHM; SPARSITY;

EID: 68549087009     PISSN: 1007449X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (7)

References (11)
  • 3
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    • Pruning error minimization in least squares support vector machines
    • DE KRUIF B J, DE VRIES T J A. Pruning error minimization in least squares support vector machines [J]. IEEE Transactions on Neural Networks, 2004, 13 (3): 696-702.
    • (2004) IEEE Transactions on Neural Networks , vol.13 , Issue.3 , pp. 696-702
    • de Kruif, B.J.1    de Vries, T.J.A.2
  • 4
    • 28244453270 scopus 로고    scopus 로고
    • SMO-based pruning methods for sparse least squares support vector machines
    • ZENG Xiangyan, CHEN Xuewen. SMO-based pruning methods for sparse least squares support vector machines [J]. IEEE Transactions on Neural Networks, 2005, 16 (6): 1541-1546.
    • (2005) IEEE Transactions on Neural Networks , vol.16 , Issue.6 , pp. 1541-1546
    • Zeng, X.1    Chen, X.2
  • 6
    • 34247486003 scopus 로고    scopus 로고
    • Modeling method of least squares support vector regression based on vector base learning
    • CHEN Aijun, SONG Zhihuan, LI Ping. Modeling method of least squares support vector regression based on vector base learning [J]. Control Theory & Applications, 2007, 24 (1): 1-5.
    • (2007) Control Theory & Applications , vol.24 , Issue.1 , pp. 1-5
    • Chen, A.1    Song, Z.2    Li, P.3
  • 7
    • 34147197467 scopus 로고    scopus 로고
    • Online sparse least square support vector machines regression
    • WANG Dingcheng, JIANG Bin. Online sparse least square support vector machines regression [J]. Control and Decision, 2007, 22 (2): 132-137.
    • (2007) Control and Decision , vol.22 , Issue.2 , pp. 132-137
    • Wang, D.1    Jiang, B.2
  • 9
    • 34248636293 scopus 로고    scopus 로고
    • Fast sparse approximation for least squares support vector machine
    • JIAO Licheng, BO Liefeng, WANG Ling. Fast sparse approximation for least squares support vector machine [J]. IEEE Transactions on Neural Networks, 2007, 18 (3): 685-697.
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.3 , pp. 685-697
    • Jiao, L.1    Bo, L.2    Wang, L.3
  • 10
    • 33646353200 scopus 로고    scopus 로고
    • Incremental and online learning algorithm for regression least squares support vector machine
    • ZHANG Haoran, WANG Xiaodong. Incremental and online learning algorithm for regression least squares support vector machine [J]. Chinese Journal of Computers, 2006, 29 (3): 400-406.
    • (2006) Chinese Journal of Computers , vol.29 , Issue.3 , pp. 400-406
    • Zhang, H.1    Wang, X.2
  • 11
    • 68549091561 scopus 로고
    • Chinese source
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.