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Elliott wave theory and neuro-fuzzy systems, in stock market prediction: the WASP system

Atsalakis Georgios, Dimitrakakis Emmanouil M., Zopounidis Konstantinos

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URI: http://purl.tuc.gr/dl/dias/043CD739-A106-48F6-BA76-85710E8FCC22
Year 2011
Type of Item Peer-Reviewed Journal Publication
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Bibliographic Citation G. S. Atsalakis, E. M. Dimitrakakis and C. D. Zopounidis, "Elliott wave theory and neuro-fuzzy systems, in stock market prediction: the WASP system", Exp. Syst. Applic., vol. 38, no. 8, pp. 9196-9206, Aug. 2011. doi:10.1016/j.eswa.2011.01.068 https://doi.org/10.1016/j.eswa.2011.01.068
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Summary

This paper presents the WASP (Wave Analysis Stock Prediction) system, a system based on the neuro-fuzzy architecture, which utilizes aspects from the Elliott Wave Theory, presented by Ralph Nelson Elliott. This theory has been found to be extremely useful and accurate, particularly in problems of forecasting. A neuro-fuzzy logic technique has been used to forecast the trend of the stock prices and the results derived are very encouraging.

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