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Volumn 2, Issue , 2008, Pages 66-70

Evolutionary computation based automatic SVM model selection

Author keywords

Genetic algorithms; Model selection; Particle swarm optimization; Support vector machine

Indexed keywords

ERROR RATES; EVOLUTIONARY COMPUTATIONS; MODEL SELECTION; MODEL SELECTION METHODS; MULTIPLE PARAMETERS; PARAMETER SETS; PARTICLE SWARM OPTIMIZATION; SUPPORT VECTOR MACHINE; SVM MODELS;

EID: 57649129953     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNC.2008.4     Document Type: Conference Paper
Times cited : (6)

References (15)
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    • Vapnik V, N., An Overview of Statistical Learning Theory, IEEE Transactions on Neural Networks, 10, Issue 5, Sep 1999, Pages: 988 -999
    • Vapnik V, N., "An Overview of Statistical Learning Theory," IEEE Transactions on Neural Networks, Vol 10, Issue 5, Sep 1999, Pages: 988 -999
  • 3
    • 84899010634 scopus 로고    scopus 로고
    • Model Selection for Support Vector Machines
    • Olivier Chapelle, Vladimir Vapnik, "Model Selection for Support Vector Machines", NIPS 1999: 230-236
    • (1999) NIPS , pp. 230-236
    • Chapelle, O.1    Vapnik, V.2
  • 4
    • 0036161011 scopus 로고    scopus 로고
    • Choosing Multiple Parameters for Support Vector Machines
    • Olivier Chapelle, Vladimir Vapnik, Olivier Bousquet, Sayan Mukherjee, "Choosing Multiple Parameters for Support Vector Machines", Machine Learning 46(1-3): 131-159(2002)
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 131-159
    • Chapelle, O.1    Vapnik, V.2    Bousquet, O.3    Mukherjee, S.4
  • 8
    • 0033362601 scopus 로고    scopus 로고
    • Evolving artificial neural networks
    • Sept, Pages
    • Xin Yao, "Evolving artificial neural networks," Proceedings of the IEEE, Vol. 87 Issue: 9, Sept. 1999, Pages: 1423 -1447
    • (1999) Proceedings of the IEEE , vol.87 , Issue.9 , pp. 1423-1447
    • Yao, X.1
  • 10
    • 84901421400 scopus 로고    scopus 로고
    • The Swarm and the Queen, Towards a Deterministic and Adaptive Particle Swarm Optimization
    • Washington DC, pp
    • Maurice Clerc, "The Swarm and the Queen, Towards a Deterministic and Adaptive Particle Swarm Optimization", Proc. 1999 Congress on Evolutionary computation, Washington DC, pp 1951-1957.
    • Proc. 1999 Congress on Evolutionary computation , pp. 1951-1957
    • Clerc, M.1
  • 11
    • 0000769864 scopus 로고    scopus 로고
    • Evolutionary Optimization versus Particle Swarm Optimization: Philosophy and Performance Difference
    • San Diego, USA
    • Angeline, "Evolutionary Optimization versus Particle Swarm Optimization: Philosophy and Performance Difference", The 7th Annual Conference on Evolutionary Programming, San Diego, USA, 1998.
    • (1998) The 7th Annual Conference on Evolutionary Programming
    • Angeline1
  • 14
    • 0033666935 scopus 로고    scopus 로고
    • Comparing Inertia Weights and Constriction Factors in Particle Swarm Optimization, 2000 Congress on Evolutionary
    • Eberhart, R.C., and Shi, Y. (2000), "Comparing Inertia Weights and Constriction Factors in Particle Swarm Optimization", 2000 Congress on Evolutionary Computing, vol. 1, pp. 84-88.
    • (2000) Computing , vol.1 , pp. 84-88
    • Eberhart, R.C.1    Shi, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.