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Volumn 2003-January, Issue , 2003, Pages 317-323

c-ascending support vector machines for financial time series forecasting

Author keywords

Bonding; Chaos; Economic forecasting; High performance computing; Neural networks; Nonlinear dynamical systems; Parametric statistics; Risk management; Support vector machines; Testing

Indexed keywords

ARTIFICIAL INTELLIGENCE; BONDING; CHAOS THEORY; DYNAMICAL SYSTEMS; FINANCE; FINANCIAL DATA PROCESSING; FORECASTING; NEURAL NETWORKS; NONLINEAR DYNAMICAL SYSTEMS; RISK MANAGEMENT; TESTING; TIME SERIES; VECTORS;

EID: 55349115262     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIFER.2003.1196277     Document Type: Conference Paper
Times cited : (16)

References (15)
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    • Hutchinson, J.M.1    Lo, A.2    Poggio, T.3
  • 3
    • 0002787457 scopus 로고
    • Architecture selection strategies for neural networks: Application to corporate bond rating prediction
    • ed. by A.P. Refenes, John wiley & Sons
    • John Moody and Joachim Utans, Architecture selection strategies for neural networks: application to corporate bond rating prediction, In Neural Networks in the Capital Markets, ed. by A.P. Refenes, pages: 277-300, John wiley & Sons., 1994.
    • (1994) Neural Networks in the Capital Markets , pp. 277-300
    • Moody, J.1    Utans, J.2
  • 5
    • 0032133950 scopus 로고    scopus 로고
    • Neural network forecasting of the British Pound/US Dollar Exchange Rate
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    • (1998) Omega , vol.26 , Issue.4 , pp. 495-506
    • Zhang, G.1    Hu, M.Y.2
  • 10
    • 0031553660 scopus 로고    scopus 로고
    • Financial time series modeling with discounted least squares back-propagation
    • A.N. Refenes, Y. Bentz, D.W. Bunn, A.N. Burgess and A.D. Zapranis, Financial time series modeling with discounted least squares back-propagation, Neurocomputing 14: 123-138, 1997.
    • (1997) Neurocomputing , vol.14 , pp. 123-138
    • Refenes, A.N.1    Bentz, Y.2    Bunn, D.W.3    Burgess, A.N.4    Zapranis, A.D.5
  • 11
    • 0003401675 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Royal Holloway College, London, UK
    • Alex J. Smola and Bernhard Scholkopf, A tutorial on support vector regression, NeuroCOLT Technical Report TR, Royal Holloway College, London, UK, 1998.
    • (1998) NeuroCOLT Technical Report TR
    • Smola, A.J.1    Scholkopf, B.2
  • 12
    • 0004094721 scopus 로고    scopus 로고
    • PhD Thesis. GMD, Birlinghoven, Germany
    • Alex J. Smola, Learning with Kernels, PhD Thesis. GMD, Birlinghoven, Germany, 1998.
    • (1998) Learning with Kernels
    • Smola, A.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.