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Volumn 35, Issue 5, 2007, Pages 858-861

Simplification to support vector machine for complicated recognition problem

Author keywords

Pattern recognition; Support vector machine; Support vector pruning

Indexed keywords

LEARNING SYSTEMS; PATTERN RECOGNITION;

EID: 34347324240     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (5)

References (9)
  • 1
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    • Simplified support vector decision rule
    • San Mateo, CA
    • C J C Burges. Simplified support vector decision rule[A]. Proc 13th Int Conf Machine Learning[C]. San Mateo, CA, 1996. 71-77.
    • (1996) Proc 13th Int Conf Machine Learning , pp. 71-77
    • Burges, C.J.C.1
  • 3
    • 0742321291 scopus 로고    scopus 로고
    • A study on reduced support vector machines
    • K M Lin, C J Lin. A study on reduced support vector machines[J]. IEEE Transactions on Neural Networks, 2003, 14(6): 1449-1559.
    • (2003) IEEE Transactions on Neural Networks , vol.14 , Issue.6 , pp. 1449-1559
    • Lin, K.M.1    Lin, C.J.2
  • 4
    • 17444438778 scopus 로고    scopus 로고
    • New support vector algorithms
    • B Scholkopf, et al. New support vector algorithms[J]. Neural Computation; 2000, 12(5): 1207-1245.
    • (2000) Neural Computation , vol.12 , Issue.5 , pp. 1207-1245
    • Scholkopf, B.1
  • 6
    • 5644238464 scopus 로고    scopus 로고
    • A fast classification algorithm of support vector machines
    • in Chinese
    • Xiang-dong Liu, Zhao-qian Chen. A fast classification algorithm of support vector machines[J]. Journal of Computer Research and Development, 2004, 41(8): 1327-1332. (in Chinese)
    • (2004) Journal of Computer Research and Development , vol.41 , Issue.8 , pp. 1327-1332
    • Liu, X.-D.1    Chen, Z.-Q.2
  • 7
    • 34347360468 scopus 로고    scopus 로고
    • A learning strategy of SVM used to large training set
    • in Chinese
    • Hong-lian Li, et al. A learning strategy of SVM used to large training set[J]. Chinese Journal of Computers, 2004, 27(5): 716-719. (in Chinese)
    • (2004) Chinese Journal of Computers , vol.27 , Issue.5 , pp. 716-719
    • Li, H.-L.1
  • 8
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • Scholkopf B.(ed.), MA: MIT Press
    • J C Piatt. Fast training of support vector machines using sequential minimal optimization[A]. In Bernhard Scholkopf, et al. editors, Advances in Kernel Methods-Support Vector Learning, Cambridge[M]. MA: MIT Press, 1999. 185-208.
    • (1999) Advances in Kernel Methods-Support Vector Learning, Cambridge , pp. 185-208
    • Piatt, J.C.1
  • 9
    • 0000545946 scopus 로고    scopus 로고
    • Improvements to Piatt's SMO algorithm for SVM classifier design
    • S Keerthi, et al. Improvements to Piatt's SMO algorithm for SVM classifier design[J]. Neural Computation, 2001, 13(3): 637-649.
    • (2001) Neural Computation , vol.13 , Issue.3 , pp. 637-649
    • Keerthi, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.