A Fuzzy-Rough Set Approach for Evaluating the Microfinance Performance of Bank
نویسندگان
چکیده
Microfinance has entered the phase of rapid development and it has become one of the most important businesses in commercial banks. This study set up an evaluation system based on the balanced scorecard and used the fuzzy-rough set approach to evaluate the microfinance performance. Firstly, this study designed the performance evaluation system from five dimensions according to the principals of balanced scorecard. It needs an objective and scientific method to allocate the weight of indicators of bank's microfinance evaluation system. How to overcome the fuzziness problem and lack of objectivity becomes the point of the research. Then this study used the fuzzy comprehensive evaluation method which is based on the rough set to determine the weight of indicators. Finally this study made an empirical study by using above method and got the fuzzy evaluation results. The effectiveness and practicability of the method were verified by the empirical results.
منابع مشابه
An AHP-fuzzy Approach for Evaluating the Commercial Bank Credits
Microfinance in China has entered the phase of rapid development and it has become one of the most important businesses in commercial banks. According to the principals of low carbon economy and the characteristics of farmer microfinance of Chinese commercial bank, this paper designed the performance evaluation system and evaluated the performance of small and micro businesses microfinance. In ...
متن کاملA hybrid filter-based feature selection method via hesitant fuzzy and rough sets concepts
High dimensional microarray datasets are difficult to classify since they have many features with small number ofinstances and imbalanced distribution of classes. This paper proposes a filter-based feature selection method to improvethe classification performance of microarray datasets by selecting the significant features. Combining the concepts ofrough sets, weighted rough set, fuzzy rough se...
متن کاملMulti-granulation fuzzy probabilistic rough sets and their corresponding three-way decisions over two universes
This article introduces a general framework of multi-granulation fuzzy probabilistic roughsets (MG-FPRSs) models in multi-granulation fuzzy probabilistic approximation space over twouniverses. Four types of MG-FPRSs are established, by the four different conditional probabilitiesof fuzzy event. For different constraints on parameters, we obtain four kinds of each type MG-FPRSs...
متن کاملRanking of bank branches with undesirable and fuzzy data: A DEA-based approach
Banks are one of the most important financial sectors in order to the economic development of each country. Certainly, efficiency scores and ranks of banks are significant and effective aspects towards future planning. Sometimes the performance of banks must be measured in the presence of undesirable and vague factors. For these reasons in the current paper a procedure based on data envelopment...
متن کاملProviding a Model for Evaluating Suspicious Bank Accounts with the Approach of Determining Tax Effects Based on Structural Equation Modeling
The main approach of this study is to provide solutions to managers, economists, and tax auditors. To have a clearer perspective of the transactional relationships that distress the taxpayer transaction tax also help them to choose the best strategy to improve tax revenue. In this paper the fuzzy Delphi method was used to identify the indicators affecting suspicious bank accounts. The data coll...
متن کامل