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Volumn 3991 LNCS - I, Issue , 2006, Pages 547-554

Support vector machine regression algorithm based on chunking incremental learning

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ALGORITHMS; COMPUTATION THEORY; COMPUTER SCIENCE; ITERATIVE METHODS; REGRESSION ANALYSIS;

EID: 33746610115     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11758501_74     Document Type: Conference Paper
Times cited : (7)

References (8)
  • 2
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale support vector machine practical
    • Cambridge, Massachusetts: The MIT Press
    • Joachims T.: Making Large-scale Support Vector Machine Practical. In Advances in Kernel Methods-Support Vector Learning, Cambridge, Massachusetts: The MIT Press, (1999) 169-184.
    • (1999) Advances in Kernel Methods-support Vector Learning , pp. 169-184
    • Joachims, T.1
  • 3
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • Cambridge, Massachusetts: The MIT Press
    • Platt J.C.: Fast Training of Support Vector Machines Using Sequential Minimal Optimization. In Advances in Kernel Methods-Support Vector Learning, Cambridge, Massachusetts: The MIT Press, (1999) 185-208.
    • (1999) Advances in Kernel Methods-support Vector Learning , pp. 185-208
    • Platt, J.C.1
  • 4
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • Suykens J.A.K., Vandewalle J.: Least Squares Support Vector Machine Classifiers. Neural Processing Letters, Vol.9 (1999) 293-300.
    • (1999) Neural Processing Letters , vol.9 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 7
    • 80052866161 scopus 로고    scopus 로고
    • Incremental and decremental support vector machine learning
    • Cambridge, MA: MIT Press
    • Cauwenberghs G., Poggio T.: Incremental and Decremental Support Vector Machine Learning. In Advances in Neural Information Processing Systems, Cambridge, MA: MIT Press, Vol.13 (2001) 426-433.
    • (2001) Advances in Neural Information Processing Systems , vol.13 , pp. 426-433
    • Cauwenberghs, G.1    Poggio, T.2
  • 8
    • 0036160859 scopus 로고    scopus 로고
    • Efficient SVM regression training with SMO
    • Flake G.W., Lawrence S.: Efficient SVM Regression Training with SMO. Machine Learning, Vol.46 (2002) 271-290.
    • (2002) Machine Learning , vol.46 , pp. 271-290
    • Flake, G.W.1    Lawrence, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.