DocumentCode :
3771951
Title :
Listed Company Financial Early Warning Based on Improved BP Neural Network
Author :
Yu Shuo
Author_Institution :
Liaoning Jianzhu Vocational Univ., Liaoyang, China
fYear :
2015
Firstpage :
490
Lastpage :
493
Abstract :
Enterprise in financial trouble is a comprehensive event and the enterprise financial situation can be reflected through the liquidity ratio, earnings per share and net assets per share and cash content per share. Artificial neural network method is used to establish the financial early warning model to find the potential financial crisis at an early age. The experiment results show that BP neural network has good characteristics in financial situation evaluation and provides reliabe model for list company financial early warning.
Keywords :
"Neurons","Biological neural networks","Training","Companies","Analytical models","Transfer functions","Convergence"
Publisher :
ieee
Conference_Titel :
Intelligent Systems Design and Engineering Applications (ISDEA), 2015 Sixth International Conference on
Type :
conf
DOI :
10.1109/ISDEA.2015.128
Filename :
7462665
Link To Document :
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