کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
385827 660873 2011 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Elliott Wave Theory and neuro-fuzzy systems, in stock market prediction: The WASP system
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Elliott Wave Theory and neuro-fuzzy systems, in stock market prediction: The WASP system
چکیده انگلیسی

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.

Research highlights
► We combine neural networks, fuzzy logic and Elliott Wave Theory to forecast stocks.
► A System is used which is retrained daily and provides the daily trend forecast.
► A confidence index is created supporting the impact of the forecast.
► The system was testes in a long period of 400 consecutive trading days.
► The Wasp system found to always outperform the Buy&Hold strategy.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 38, Issue 8, August 2011, Pages 9196–9206
نویسندگان
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