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Volumn 14, Issue 3, 1998, Pages 323-337

Graded forecasting using an array of bipolar predictions: Application of probabilistic neural networks to a stock market index

Author keywords

Artificial intelligence; Financial market forecasting; Forecasting system

Indexed keywords


EID: 0000558764     PISSN: 01692070     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-2070(98)00003-X     Document Type: Article
Times cited : (87)

References (20)
  • 2
    • 0004262806 scopus 로고
    • Technical Report, CRL #8801, Center for Research in Language, University of California, San Diego
    • Elman, J.L., 1988. Finding structure in time. Technical Report, CRL #8801, Center for Research in Language, University of California, San Diego.
    • (1988) Finding Structure in Time
    • Elman, J.L.1
  • 3
    • 0017120827 scopus 로고
    • Adaptive pattern classification and universal recoding: Part I. Parallel development and coding of neural feature detectors
    • Grossberg, S., 1976. Adaptive pattern classification and universal recoding: Part I. Parallel Development and coding of neural feature detectors. Biological Cybernetics 23 (3), 121-134.
    • (1976) Biological Cybernetics , vol.23 , Issue.3 , pp. 121-134
    • Grossberg, S.1
  • 4
    • 0002834592 scopus 로고
    • Classical and instrumental learning by neural networks
    • Academic Press, NY
    • Grossberg, S., 1974. Classical and instrumental learning by neural networks. Progress in Theoretical Biology, 3. Academic Press, NY, pp. 51-141.
    • (1974) Progress in Theoretical Biology , vol.3 , pp. 51-141
    • Grossberg, S.1
  • 5
    • 84978567506 scopus 로고
    • Forecasting S&P and gold futures prices: An application of neural networks
    • Grudnitski, G., Osburn, L., 1993. Forecasting S&P and gold futures prices: An application of neural networks. Journal of Futures Markets 13 (6), 631-643.
    • (1993) Journal of Futures Markets , vol.13 , Issue.6 , pp. 631-643
    • Grudnitski, G.1    Osburn, L.2
  • 7
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • Hopfield, J.J., 1982. Neural networks and physical systems with emergent collective computational abilities. Proc. Nat. Acad. Sciences USA 79 (8), 2554-2558.
    • (1982) Proc. Nat. Acad. Sciences USA , vol.79 , Issue.8 , pp. 2554-2558
    • Hopfield, J.J.1
  • 9
    • 0030304777 scopus 로고    scopus 로고
    • Restricted step and Levenberg-Marquardt techniques in proximal bundle methods for nonconvex nondifferentiable optimization
    • Kiewiel, K.C., 1996. Restricted step and Levenberg-Marquardt techniques in proximal bundle methods for nonconvex nondifferentiable optimization. SIAM J. on Optimization 6 (1), 227-249.
    • (1996) SIAM J. on Optimization , vol.6 , Issue.1 , pp. 227-249
    • Kiewiel, K.C.1
  • 12
    • 0041113934 scopus 로고    scopus 로고
    • Implicit versus explicit learning for forecasting: Case study in daily stock index prediction
    • Singapore, Feb.
    • Kim, S.H., Kang, D.S., 1997. Implicit versus explicit learning for forecasting: Case study in daily stock index prediction. PACES/SPICIS 97 Conf. Proc., Singapore, Feb., pp. 93-99.
    • (1997) PACES/SPICIS 97 Conf. Proc. , pp. 93-99
    • Kim, S.H.1    Kang, D.S.2
  • 13
    • 0039926921 scopus 로고    scopus 로고
    • Integrating multivariate statistics and neural networks for financial prediction: Case study in interest rate forecasting
    • Hong Kong, June
    • Kim, S.H., Kim, K.M., 1996. Integrating multivariate statistics and neural networks for financial prediction: Case study in interest rate forecasting. Proc. First Asia-Pacific Decision Sciences Inst. Conf., Hong Kong, June, pp. 995-1003.
    • (1996) Proc. First Asia-Pacific Decision Sciences Inst. Conf. , pp. 995-1003
    • Kim, S.H.1    Kim, K.M.2
  • 14
    • 0031198183 scopus 로고    scopus 로고
    • Predictability of interest rates using data mining tools: A comparative analysis of Korea and the US
    • forthcoming
    • Kim, S.H., Noh, H.J., 1997. Predictability of interest rates using data mining tools: A comparative analysis of Korea and the US. Expert Systems with Applications: An International J., 13, forthcoming.
    • (1997) Expert Systems with Applications: An International J. , vol.13
    • Kim, S.H.1    Noh, H.J.2
  • 19
    • 0000646059 scopus 로고
    • Learning internal representations by back propagation
    • Rumelhart, D.E., McClelland, J.L., and the PDP Research Group (Eds.), MIT Press, Cambridge, MA
    • Rumelhart, D.E., Hinton, G.E., Williams, R.J., 1986. Learning internal representations by back propagation. In: Rumelhart, D.E., McClelland, J.L., and the PDP Research Group (Eds.), Parallel Distributed Processing, 1: Foundations. MIT Press, Cambridge, MA, pp. 318-62.
    • (1986) Parallel Distributed Processing, 1: Foundations , vol.1 , pp. 318-362
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 20
    • 0025206332 scopus 로고
    • Probabilistic neural networks
    • Sprecht, D.F., 1990. Probabilistic neural networks. Neural Networks 3, 109-118.
    • (1990) Neural Networks , vol.3 , pp. 109-118
    • Sprecht, D.F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.