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Volumn 4062 LNAI, Issue , 2006, Pages 552-559

Swarm intelligent tuning of one-class v-SVM parameters

Author keywords

Hyperparameters tuning; Particle swarm optimization; Radical basis function; Swarm intelligence; v SVM

Indexed keywords

ARTIFICIAL INTELLIGENCE; CONSTRAINT THEORY; OPTIMIZATION; PARAMETER ESTIMATION; PROBLEM SOLVING; RADIAL BASIS FUNCTION NETWORKS;

EID: 33746718693     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11795131_80     Document Type: Conference Paper
Times cited : (4)

References (14)
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    • Parsonpoulos, K.E.1    Varhatis2
  • 7
    • 0038447911 scopus 로고    scopus 로고
    • Overview of particle swarm optimization
    • Xie, X. F., Zhang, W. J., Yang, Z. L.: Overview of particle swarm optimization. Control and Decision 18 (2003) 129-134.
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    • Xie, X.F.1    Zhang, W.J.2    Yang, Z.L.3
  • 9
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    • Evolutionary tuning of multiple SVM parameters
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    • Frauke, F.1    Igel, C.2
  • 10
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    • On correlated mutations in evolution strategies
    • Elsevier, Amsterdam
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    • (1992) Parallel Problems Solving from Nature 2 (PPSN II) , pp. 105-114
    • Rudolph, G.1
  • 12
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    • An efficient method for generating a uniform distribution of points within a hypersphere
    • Luban, M., Staunton, L. P.: An efficient method for generating a uniform distribution of points within a hypersphere. Computers in Physics 2 (1988) 55-60.
    • (1988) Computers in Physics , vol.2 , pp. 55-60
    • Luban, M.1    Staunton, L.P.2
  • 14
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    • Uniform object generation for optimizing one-class classifiers
    • Tax, D. M. J., Duin, R. P. W.: Uniform object generation for optimizing one-class classifiers. Journal of Machine Learning Research 2 (2001) 15-173.
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 15-173
    • Tax, D.M.J.1    Duin, R.P.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.