한국정보처리학회:학술대회논문집 (Proceedings of the Korea Information Processing Society Conference)
- 한국정보처리학회 2000년도 추계학술발표논문집 (상)
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- Pages.277-280
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- 2000
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- 2005-0011(pISSN)
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- 2671-7298(eISSN)
퍼지-다윈의 불량 신용 탐지 시스템
Fuzzy Darwinian Detection of Credit Card Fraud
- Bentley, Peter J. (Department of Computer Science, University College London) ;
- Kim, Jung-Won (Department of Computer Science, University College London) ;
- Jung, Gil-Ho (School of Electrical and Computer Engineering, Sungkyunkwan University) ;
- Choi, Jong-Uk (School of Information Communication, Sangmyung University)
- 발행 : 2000.10.13
초록
Credit evaluation is one of the most important and difficult tasks fur credit card companies, mortgage companies, banks and other financial institutes. Incorrect credit judgement causes huge financial losses. This work describes the use of an evolutionary-fuzzy system capable of classifying suspicious and non-suspicious credit card transactions. The paper starts with the details of the system used in this work. A series of experiments are described, showing that the complete system is capable of attaining good accuracy and intelligibility levels for real data.
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