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Volumn 36, Issue 8, 2008, Pages 1502-1507

Study on a GA-based SVM decision-tree multi-classification strategy

Author keywords

Decision tree; Genetic algorithm; Support vector machine

Indexed keywords

CLASSIFICATION (OF INFORMATION); DECISION MAKING; DECISION THEORY; DECISION TREES; ELECTRIC NETWORK ANALYSIS; GENETIC ALGORITHMS; STANDARDS; SUPPORT VECTOR MACHINES;

EID: 52349117365     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (15)

References (10)
  • 1
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    • Modeling Multi-class support vector machines
    • Technical Report CSD-TR-98-04, Dept. of Computer Science, University of London
    • Weston J, Watkins C. Modeling Multi-class support vector machines. Technical Report CSD-TR-98-04, Dept. of Computer Science, University of London, 1998, 1-10.
    • (1998) , pp. 1-10
    • Weston, J.1    Watkins, C.2
  • 2
    • 3442886621 scopus 로고    scopus 로고
    • Fuzzy support vector machine for multi-class classification
    • in Chinese
    • Li Kunlun, Huang Houkuan, et al. Fuzzy support vector machine for multi-class classification[J]. Acta Electronica Sinica, 2004, 32(5): 830-832. (in Chinese)
    • (2004) Acta Electronica Sinica , vol.32 , Issue.5 , pp. 830-832
    • Li, K.1    Huang, H.2
  • 3
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machine
    • Hsu C W, Lin C J. A comparison of methods for multi-class support vector machine[J]. IEEE Transactions on Neural Networks, 2002, 13(2): 415-425.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.W.1    Lin, C.J.2
  • 5
    • 85089251671 scopus 로고
    • Comparison of classifier methods: A case study in handwriting digit recognition
    • Jerusalem, Israel
    • Bottou L, Cortes C, Denker J, et al. Comparison of classifier methods: a case study in handwriting digit recognition[A]. Int Conf Pattern Recognition[C]. Jerusalem, Israel: 1994. 77-87.
    • (1994) Int Conf Pattern Recognition , pp. 77-87
    • Bottou, L.1    Cortes, C.2    Denker, J.3
  • 8
    • 34250768924 scopus 로고    scopus 로고
    • Study on SVM-based analog electronic system multiple fault diagnosis
    • in Chinese
    • Lian K, Wang H J, et al. Study on SVM-based analog electronic system multiple fault diagnosis[J]. Chinese Journal of Scientific Instrument, 2007, 28(6): 1029-1034. (in Chinese)
    • (2007) Chinese Journal of Scientific Instrument , vol.28 , Issue.6 , pp. 1029-1034
    • Lian, K.1    Wang, H.J.2
  • 9
    • 52349102768 scopus 로고    scopus 로고
    • A new SVM multiclass classification based on binary tree
    • in Chinese
    • Meng Y Y, Liu X Y. A new SVM multiclass classification based on binary tree.[J]. Computer Applications, 2005, 25(11): 2657-2657. (in Chinese)
    • (2005) Computer Applications , vol.25 , Issue.11 , pp. 2657
    • Meng, Y.Y.1    Liu, X.Y.2
  • 10
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • Cambridge: MIT Press
    • Platt J C. Fast training of support vector machines using sequential minimal optimization[A]. Advances in Kernel Methods Support Vector Learning[C]. Cambridge: MIT Press, 1999. 185-208.
    • (1999) Advances in Kernel Methods Support Vector Learning , pp. 185-208
    • Platt, J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.