Polish (Poland)English (United Kingdom)

Financial Prediction with Neuro-fuzzy Systems

Type of Publication: Article
Year: 2008
Authors:
Journal: Lecture Notes in Artificial Intelligence
Volume: 5097
Pages: 1120-1126
BibTex:
Abstract:
An application of neuro-fuzzy systems to supporting trading decisions is presented. The system has the ability to use expert knowledge and to be fitted to the learning data by various machine learning techniques. The proposed approach uses the backpropagation algorithm to determine system parameters on the basis of several indices. Experiments were made on past data showing relatively good performance of the proposed approach.

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