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Volumn 4, Issue , 2005, Pages 3793-3796

Using PSO algorithm to evolve an optimum input subset for a SVM in time series forecasting

Author keywords

Optimum input; PSO algorithm; Time series forecasting

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; FEATURE EXTRACTION; FORECASTING; OPTIMIZATION; SET THEORY; TIME SERIES ANALYSIS; VECTORS;

EID: 27944487521     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (28)

References (9)
  • 1
    • 0000915578 scopus 로고
    • On the uniform convergence of relative frequencies of events to their probabilities
    • V. N. Vapnik: On the uniform convergence of relative frequencies of events to their probabilities. Soviet Mathematics: Doklady 9, 915-918, 1968.
    • (1968) Soviet Mathematics: Doklady , vol.9 , pp. 915-918
    • Vapnik, V.N.1
  • 3
    • 0031375732 scopus 로고    scopus 로고
    • Nonlinear prediction of chaotic time series using support vector machines
    • Amelia Is1, FL
    • S. Mukherjee, E. Osuna and F. Girosi: Nonlinear prediction of chaotic time series using support vector machines. Proc. Of IEEE NNSP'97, Amelia Is1, FL, 1997.
    • (1997) Proc. of IEEE NNSP'97
    • Mukherjee, S.1    Osuna, E.2    Girosi, F.3
  • 7
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • I. Guyon, J. Weston, S. Barnhill, V. Vapnik: Gene selection for cancer classification using support vector machines, Mach. Learning 46 (1/3), 389-422. 2002.
    • (2002) Mach. Learning , vol.46 , Issue.1-3 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 8
    • 0003343651 scopus 로고    scopus 로고
    • A comparative study of saliency analysis and genetic algorithm for feature selection in support vector machines
    • F.E.H. Tay, L.J. Cao: A comparative study of saliency analysis and genetic algorithm for feature selection in support vector machines, Intell. Data Anal. 5 (3), 191-209. 2001.
    • (2001) Intell. Data Anal. , vol.5 , Issue.3 , pp. 191-209
    • Tay, F.E.H.1    Cao, L.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.