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Applications of Data Mining Methods in the Evaluation of Client Credibility
Yang Dong-Peng, Li Jin-Lin, Ran Lun, Zhou Chao
35 - 43
10.3233/978-1-58603-890-8-35
Frontiers in Artificial Intelligence and Applications
Volume 177: Applications of Data Mining in E-Business and Finance
Abstract

Client credibility plays an important role in the financial and banking industry. This paper combines C4.5 and Apriori algorithms in the data mining process and discusses the relationship between these two algorithms. It then tests them using the WEKA software to acquire information from the analysis of the historical data of credit card clients. Finally, it offers decision-making support for the evaluation of client credibility.

$35.00 / €27.50 / £22.00
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