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Application of Evidence Theory and Neural Network in Warning System of Financial Risk.

Authors :
Jun Wang
Xiaofeng Liao
Zhang Yi
Qingyu Xiong
Yinlin Huang
Shan Liang
Weiren Shi
Songsong Tan
Yinhua Lin
Source :
Advances in Neural Networks - ISNN 2005 (9783540259138); 2005, p910-915, 6p
Publication Year :
2005

Abstract

In warning system of financial risk, there are different relations between financial risk and factors. So the traditional prediction method can't get the accurate result. Based on the theory of economical forecast and warning, this paper gives a new method that uses neural network to estimate deterministic factors and experts to forecast uncertain factors, to get the ideal result by evidential combination of the predictions come from the certain and uncertain factors. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540259138
Database :
Supplemental Index
Journal :
Advances in Neural Networks - ISNN 2005 (9783540259138)
Publication Type :
Book
Accession number :
32980000
Full Text :
https://doi.org/10.1007/11427445_146