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Volumn 4493 LNCS, Issue PART 3, 2007, Pages 350-356

Support vector machine with composite kernels for time series prediction

Author keywords

[No Author keywords available]

Indexed keywords

MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION; POLYNOMIALS; TIME SERIES ANALYSIS;

EID: 38049097863     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72395-0_45     Document Type: Conference Paper
Times cited : (12)

References (9)
  • 1
    • 0000915578 scopus 로고
    • On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
    • Vapnik, V. N.: On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities. Soviet Mathematics: Doklady 9 (1968) 915-918
    • (1968) Soviet Mathematics: Doklady , vol.9 , pp. 915-918
    • Vapnik, V.N.1
  • 4
    • 0031375732 scopus 로고    scopus 로고
    • S. Mukherjee, E. Osuna, F. Girosi: Nonlinear Prediction of Chaotic Time Series Using Support Vector Machines. NNSP' 97: Neural Networks for Signal Processing VII: Proceedings of the IEEE Signal Processing Society Workshop, Amelia Island, FL, USA (1999) 511-520
    • S. Mukherjee, E. Osuna, F. Girosi: Nonlinear Prediction of Chaotic Time Series Using Support Vector Machines. NNSP' 97: Neural Networks for Signal Processing VII: Proceedings of the IEEE Signal Processing Society Workshop, Amelia Island, FL, USA (1999) 511-520
  • 5
    • 0001023715 scopus 로고    scopus 로고
    • Application of Support Vector Machines in Financial Time Series Forecasting
    • Tay, F.E.H., Cao, L.J.: Application of Support Vector Machines in Financial Time Series Forecasting, Omega 29 (4) (2001) 309-317
    • (2001) Omega , vol.29 , Issue.4 , pp. 309-317
    • Tay, F.E.H.1    Cao, L.J.2
  • 7
    • 0001500115 scopus 로고
    • Functions of Positive and Negative Type and their Connection with the Theory of Integral Equations
    • Mercer, J.: Functions of Positive and Negative Type and their Connection with the Theory of Integral Equations. Philos. Trans. Roy. Soc. London A 209 (1909) 415-446
    • (1909) Philos. Trans. Roy. Soc. London A , vol.209 , pp. 415-446
    • Mercer, J.1
  • 8
    • 0004094721 scopus 로고    scopus 로고
    • Learning with Kernels
    • Ph.D. thesis, GMD, Birlinghoven 1999
    • Smola, A.: Learning with Kernels. Ph.D. thesis, GMD, Birlinghoven (1999)
    • Smola, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.