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A Novel Hybrid AI System Framework for Crude Oil Price Forecasting.

Authors :
Yong Shi
Weixuan Xu
Zhengxin Chen
Shouyang Wang
Lean Yu
Lai, K. K.
Source :
Data Mining & Knowledge Management; 2005, p233-242, 10p
Publication Year :
2005

Abstract

In this study, a novel hybrid AI system framework is developed by means of a systematic integration of artificial neural networks (ANN) and rulebased expert system (RES) with web-based text mining (WTM) techniques. Within the hybrid AI system framework, a fully novel hybrid AI forecasting approach with conditional judgment and correction is proposed for improving prediction performance. The proposed framework and approach are also illustrated with an example here. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540239871
Database :
Supplemental Index
Journal :
Data Mining & Knowledge Management
Publication Type :
Book
Accession number :
32976248