Fuzzy Adaptive Network in Financial Credit Rating

机译：金融信用评价中的模糊自适应网络

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Credit management is a basic problem for any financial institution. However, the uncertainty and vagueness inherent in the dynamics of the system due to the involvement of human behavior make the usual approach by using the rigorous mathematical models inappropriate. This paper presents a neuro-fuzzy soft computing approach to deal with this vague and generally not well-defined credit rating problem. The approach integrates the concept of fuzzy aggregation and fuzzy adaptive network to form a combined estimation and neural learning model. A numerical example is used to illustrate the approach.

机译：信用管理是任何金融机构的基本问题。但是，由于人类行为的参与，系统动力学固有的不确定性和模糊性使使用严格的数学模型的常规方法变得不合适。本文提出了一种神经模糊的软计算方法来解决这个模糊且通常没有明确定义的信用评级问题。该方法整合了模糊聚合和模糊自适应网络的概念，以形成组合的估计和神经学习模型。数值示例说明了该方法。

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来源
《The Second International Conference on Information Jul 24-27, 2002 Beijing, China》|2002年|p.8-15|共8页
会议地点 Beijing(CN)
作者
Yu-Ru Syau; Yue Jiao; E. Stanley Lee;
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作者单位

Department of Industrial Engineering, Da Yeh University, 112 Shan-Jeau Road, Da-Tusen, Chang-Hwa, 51505 Taiwan, China;

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会议组织
原文格式 PDF
正文语种 eng
中图分类 C9;
关键词
credit rating; fuzzy adaptive network; fuzzy inference system; fuzzy aggregation; neural network;

机译：信用评级;模糊自适应网络;模糊推理系统;模糊聚合;神经网络;

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专利

1. Apply Fuzzy Adaptive Networks to credit rating [J] . KUENTAI GHENT, E. STANLEY LEE WSEAS Transactions on Business and Economics . 2006,第8期

机译：将模糊自适应网络应用于信用评级
2. An empirical comparison of conventional techniques, neural networks and the three stage hybrid Adaptive Neuro Fuzzy Inference System (ANFIS) model for credit scoring analysis: The case of Turkish credit card data [J] . Akko? S. European Journal of Operational Research . 2012,第1期

机译：传统技术，神经网络和三阶段混合自适应神经模糊推理系统（ANFIS）模型进行信用评分分析的经验比较：土耳其信用卡数据的案例
3. Credit Rating Using Type-2 Fuzzy Neural Networks [J] . Rahib H.Abiyev Mathematical Problems in Engineering: Theory, Methods and Applications . 2014,第a期

机译：使用Type-2模糊神经网络的信用评级
4. Fuzzy Adaptive Network in Financial Credit Rating [C] . Yu-Ru Syau, Yue Jiao, E. Stanley Lee Proceedings of 9th Bellman Continuum International Workshop on Uncertain Systems and Soft Computing . 2002

机译：金融信用评价中的模糊自适应网络
5. Semiparametric Estimation of Financial Risk: Corporate Default, Credit Ratings, and Implied Volatility [D] . Jiang, Yixiao. 2019

机译：农业风险的Semiparametric估计：公司违约，信用评级和隐含波动
6. A dynamic approach merging network theory and credit risk techniques to assess systemic risk in financial networks [O] . Daniele Petrone, Vito Latora -1

机译：结合网络理论和信用风险技术评估金融网络系统性风险的动态方法
7. Research on Financial Distress Prediction with Adaptive Genetic Fuzzy Neural Networks on Listed Corporations of China [O] . Zhibin XIONG 2009

机译：基于自适应遗传模糊神经网络的中国上市公司财务困境预测研究。

Fuzzy Adaptive Network in Financial Credit Rating

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