Deep learning for credit card data analysis

In this paper, two major applications are introduced to develop advanced deep learning methods for credit-card data analysis. The proposed methods are validated using benchmark experiments with other machine learnings. The experiments confirm that deep learning exhibits similar accuracy to the Gauss...

Full description

Saved in:
Bibliographic Details
Published in2015 World Congress on Internet Security (WorldCIS) pp. 73 - 77
Main Author Niimi, Ayahiko
Format Conference Proceeding
LanguageEnglish
Published Infonomics Society 01.10.2015
Subjects
Credit cards
Data analysis
Data mining
Libraries
Machine learning
Machine learning algorithms
Sparks
Online AccessGet full text

Cover

More Information
Summary:In this paper, two major applications are introduced to develop advanced deep learning methods for credit-card data analysis. The proposed methods are validated using benchmark experiments with other machine learnings. The experiments confirm that deep learning exhibits similar accuracy to the Gaussian kernel SVM.
DOI:10.1109/WorldCIS.2015.7359417