4.7 Article

Elliott Wave Theory and neuro-fuzzy systems, in stock market prediction: The WASP system

Journal

EXPERT SYSTEMS WITH APPLICATIONS
Volume 38, Issue 8, Pages 9196-9206

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2011.01.068

Keywords

Neurofuzzy forecasting; Stock market forecasting; Price trend forecasting; Elliott waves; Technical analysis; ANFIS

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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. (C) 2011 Elsevier Ltd. All rights reserved.

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