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Volumn 5, Issue , 2010, Pages 2429-2433

Parameter optimization of SVM based on HQGA

Author keywords

GD; HQGA; Parameter optimization; QGA; SVM

Indexed keywords


EID: 78149349160     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNC.2010.5583504     Document Type: Conference Paper
Times cited : (7)

References (12)
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    • Burges, C.J.C.1
  • 5
    • 22844442782 scopus 로고    scopus 로고
    • Automatic model selection for the optimization of SVM kernels
    • AYAT N E, CHERET M, SUEN C Y. Automatic model selection for the optimization of SVM kernels. Pattern Recongnition, 2005, 38:1733-1745.
    • (2005) Pattern Recongnition , vol.38 , pp. 1733-1745
    • Ayat, N.E.1    Cheret, M.2    Suen, C.Y.3
  • 6
    • 0036738840 scopus 로고    scopus 로고
    • Efficient tuning of SVM hyerparameters using radius/margin bound and iterative algorithms
    • KEERTHI S S. Efficient tuning of SVM hyerparameters using radius/margin bound and iterative algorithms. IEEE Trans Neural Networks, 2002, 13(5): 1225-1229.
    • (2002) IEEE Trans Neural Networks , vol.13 , Issue.5 , pp. 1225-1229
    • Keerthi, S.S.1
  • 7
    • 10044295837 scopus 로고    scopus 로고
    • A stochastic optimization approach for parameters tuning of support vector machines
    • Cambridge, United Kingdom: [s.n
    • IMBAULT F, LEBART K. A stochastic optimization approach for parameters tuning of support vector machines/Proceeding of the 17th International Conference on Pattern Recognition. Cambridge, United Kingdom: [s.n.], 2004: 981-984.
    • (2004) Proceeding of the 17th International Conference on Pattern Recognition , pp. 981-984
    • Imbault, F.1    Lebart, K.2
  • 8
    • 78149314787 scopus 로고    scopus 로고
    • Based on Genetic Algorithm parameters optimization of Support Vector Machine classifier model
    • Vol 26
    • Guo Chen. Based on Genetic Algorithm parameters optimization of Support Vector Machine classifier model. Mechanical Science and Technology, 2007, 3: Vol 26 No. 3.
    • (2007) Mechanical Science and Technology , vol.3 , Issue.3
    • Chen, G.1
  • 9
    • 0032653136 scopus 로고    scopus 로고
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    • (1996) Computing & Control Engineering Journal , vol.10 , Issue.3 , pp. 105-112
    • Hey, T.1
  • 11
    • 0000389960 scopus 로고
    • Cinstructing hidden units using examples and queries
    • San Maeto, CA: Morgan Kaufmann
    • Baum E B, Lang K L. Cinstructing hidden units using examples and queries. In: Advances in Neural Information Processing System 3, San Maeto. CA: Morgan Kaufmann, 1991: 904-910.
    • (1991) Advances in Neural Information Processing System , vol.3 , pp. 904-910
    • Baum, E.B.1    Lang, K.L.2
  • 12
    • 0028753578 scopus 로고
    • Cenerating-shrinking algorithm for learning arbitary classfication
    • Chen Q C. Cenerating-shrinking algorithm for learning arbitary classfication. Neural Networks, 1994, 7:1477-1489.
    • (1994) Neural Networks , vol.7 , pp. 1477-1489
    • Chen, Q.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.