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Volumn 24, Issue 1, 2009, Pages 145-148

Improved online least squares support vector machines regression algorithm

Author keywords

IRWFF; Least squares support vector machines regression; Online learning

Indexed keywords

CURVE FITTING; E-LEARNING; IMAGE RETRIEVAL; INTERNET; LEARNING ALGORITHMS; LEAST SQUARES APPROXIMATIONS; REGRESSION ANALYSIS; VECTORS; WINDOWS;

EID: 61349186402     PISSN: 10010920     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (12)

References (10)
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    • Least squares support vector machine classifiers
    • Suykens J A K, Vandewalle J. Least squares support vector machine classifiers [J]. Neural Processing Letters, 1999, 9(3): 293-300.
    • (1999) Neural Processing Letters , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 3
    • 0242288903 scopus 로고    scopus 로고
    • Benchmarking least squares support vector machine classifiers
    • Gestel T V, Suykens J A K, Baesens B, et al. Benchmarking least squares support vector machine classifiers [J]. Machine Learning, 2004, 54(1): 5-32.
    • (2004) Machine Learning , vol.54 , Issue.1 , pp. 5-32
    • Gestel, T.V.1    Suykens, J.A.K.2    Baesens, B.3
  • 4
    • 0345328220 scopus 로고    scopus 로고
    • Digital least squares support vector machines
    • Anguital D, Boni A. Digital least squares support vector machines [J]. Neural Processing Letters, 2003, 18(1): 65-72.
    • (2003) Neural Processing Letters , vol.18 , Issue.1 , pp. 65-72
    • Anguital, D.1    Boni, A.2
  • 5
    • 0038355084 scopus 로고    scopus 로고
    • Fuzzy least squares support vector machines for multiclass problems
    • Tsujinishi D, Abe S. Fuzzy least squares support vector machines for multiclass problems [J]. Neural Networks, 2003, 16(5/6): 785-792.
    • (2003) Neural Networks , vol.16 , Issue.5-6 , pp. 785-792
    • Tsujinishi, D.1    Abe, S.2
  • 6
    • 33845932172 scopus 로고    scopus 로고
    • Dynamic weighted least squares support vector machines
    • Fan Y G, Li P, Song Z H. Dynamic weighted least squares support vector machines [J]. Control and Decision, 2006, 21(10): 1129-1134.
    • (2006) Control and Decision , vol.21 , Issue.10 , pp. 1129-1134
    • Fan, Y.G.1    Li, P.2    Song, Z.H.3
  • 7
    • 47349090456 scopus 로고    scopus 로고
    • Study on generalized chromosome genetic algorithm and iterative least squares support vector machine regression
    • Changchun: Jilin University
    • Wu C G. Study on generalized chromosome genetic algorithm and iterative least squares support vector machine regression [D]. Changchun: Jilin University, 2006.
    • (2006)
    • Wu, C.G.1
  • 8
    • 20444399166 scopus 로고    scopus 로고
    • Chaotic time series forecasting using online least squares support vector machine regression
    • Ye M Y, Wang X D, Zhang H R. Chaotic time series forecasting using online least squares support vector machine regression [J]. Acta Physica Sinica, 2005, 54(6): 2568-2573.
    • (2005) Acta Physica Sinica , vol.54 , Issue.6 , pp. 2568-2573
    • Ye, M.Y.1    Wang, X.D.2    Zhang, H.R.3
  • 9
    • 33646353200 scopus 로고    scopus 로고
    • Incremental and online learning algorithm for regression least squares support vector machine
    • Zhang H R, Wang X D. Incremental and online learning algorithm for regression least squares support vector machine [J]. Chinese J of Computers, 2006, 29(3): 400-406.
    • (2006) Chinese J of Computers , vol.29 , Issue.3 , pp. 400-406
    • Zhang, H.R.1    Wang, X.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.