EDDIE-automation, a decision support tool for financial forecasting

作者: Edward Tsang , Paul Yung , Jin Li

DOI: 10.1016/S0167-923(03)00087-3

关键词:

摘要: Evolutionary Dynamic Data Investment Evaluator (EDDIE) is a genetic programming (GP)-based decision support tool for financial forecasting. EDDIE itself does not replace forecasting experts. It serves to improve the productivity of experts in searching space trees, with aim odds its user's favour. The efficacy has been reported literature. However, discovering patterns historical data only first step towards building practical tool. preparation, rules organization and application are all important issues. This paper describes an architecture that embeds learning from monitoring stock market.

参考文章(25)
Sheri Markose, Edward P.K. Tsang, Hakan Er, Giulia Iori, Jin Li, Abdel Salhi, EDDIE In Financial Decision Making ,(2001)
Edward P. K. Tsang, Jim Li, Eddie for Financial Forecasting Springer, Boston, MA. pp. 161- 174 ,(2002) , 10.1007/978-1-4615-0835-9_7
J. R. Quinlan, Data Mining Tools See5 and C5.0 RULEQUEST RESEARCH. ,(2004)
Steven L. Salzberg, Alberto Segre, Programs for Machine Learning ,(1994)
Riccardo Poli, William B. Langdon, Foundations of Genetic Programming ,(2002)
Suran Goonatilake, Philip C. Treleaven, Intelligent Systems for Finance and Business John Wiley & Sons, Inc.. ,(1995)