Title :
Artificial Neural Networks for Corporation Credit Rating Analysis
Author :
Yijun, Liu ; Qiuru, Cai ; Ye, Luo ; Jin, Qian ; Feiyue, Ye
Author_Institution :
Sch. of Comput. Sci. & Eng., Jiangsu Teachers Univ. of Technol., Changzhou
Abstract :
In this study we are trying with the neural network model to make an effective analysis for corporation credit rating. A 12-25-1 three-layer feedforward neural network using the backpropagation and Levenberg-Marquardt algorithms has been used in the proposed artificial neural network. The experiment results show that this network is efficient and forms a useful tool for the prediction of corporation credit rating.
Keywords :
backpropagation; bank data processing; credit transactions; feedforward neural nets; Levenberg-Marquardt algorithm; artificial neural network; backpropagation; corporation credit rating analysis; feedforward neural network; Artificial neural networks; Backpropagation algorithms; Biological neural networks; Bonding; Computer networks; Feedforward neural networks; Investments; Multi-layer neural network; Neural networks; Risk analysis; Levenberg-Marquardt algorithm; backpropagation; credit rating; neural networks;
Conference_Titel :
Networking and Digital Society, 2009. ICNDS '09. International Conference on
Conference_Location :
Guiyang, Guizhou
Print_ISBN :
978-0-7695-3635-4
DOI :
10.1109/ICNDS.2009.26
