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Fuzzy neural network model for assessing credit risk in commercial banks

  • Yonglin Yang*
  • , Yanping Liu
  • , Fangcheng Tang
  • , Yang Liu
  • *此作品的通讯作者
  • Beijing Jiaotong University
  • Tsinghua University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

An adaptive fuzzy neural network has been developed to extract fuzzy rules directly from data sample for credit risks assessment. As an application example, a model has been constructed to assess the credit risks in commercial banks by using adaptive neuro-fuzzy inference method. Numerical example indicates fuzzy neural network could fit to assess the credit risk in commercial banks. Furthermore, the results also indicate that the prediction based on fuzzy neural network model is accurate.

源语言英语
主期刊名BMEI 2011 - Proceedings 2011 International Conference on Business Management and Electronic Information
678-681
页数4
DOI
出版状态已出版 - 2011
已对外发布
活动2011 International Conference on Business Management and Electronic Information, BMEI 2011 - Guangzhou, 中国
期限: 13 5月 201115 5月 2011

出版系列

姓名BMEI 2011 - Proceedings 2011 International Conference on Business Management and Electronic Information
1

会议

会议2011 International Conference on Business Management and Electronic Information, BMEI 2011
国家/地区中国
Guangzhou
时期13/05/1115/05/11

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