NDLI: Credit Evaluation Model and Application Based on Fuzzy Neural Network

Content Provider	IEEE Xplore Digital Library
Author	Sulin Pang
Copyright Year	2010
Abstract	The research establishes a credit evaluation model based on fuzzy neural network. It is used to do two patterns classification on the 106 listed companies of China in 2000. It selects four primary financial indexes: earning per share, net asset value per share, return on equity, and cash flow per share. By analyzing the statistical quantities of every variable of both the training samples and the testing samples, after eliminating 22 abnormal samples, and then only analyzing 84 normal samples. The simulation results show that the credit evaluation model based on fuzzy neural network has high discriminate accuracy rate to those rest normal samples. There is only one misjudge sample. The identification accuracy rate is 98.81%. The research shows that, as a method discussion, the fuzzy neural network algorithm is still worthy to do deep research.
Starting Page	48
Ending Page	52
File Size	400447
Page Count	5
File Format	PDF
ISBN	9781424475759
e-ISBN	9781424475766
DOI	10.1109/BIFE.2010.22
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-08-13
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Training pattern classification fuzzy neural network Biological system modeling Input variables Adaptation model Companies Fuzzy neural networks Classification algorithms credit evaluation model
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in