Loading [MathJax]/extensions/TeX/AMSsymbols.js
Cluster Analysis and Artificial Neural Networks: A Case Study in Credit Card Fraud Detection | IEEE Conference Publication | IEEE Xplore

Cluster Analysis and Artificial Neural Networks: A Case Study in Credit Card Fraud Detection


Abstract:

Data normalization for use in Artificial Neural Networks often requires extensive statistical analysis. This paper presents an initial investigation of a case study invol...Show More

Abstract:

Data normalization for use in Artificial Neural Networks often requires extensive statistical analysis. This paper presents an initial investigation of a case study involving credit card fraud detection, where Cluster Analysis was applied to data normalization. Early results obtained from the use of Artificial Neural Networks and Cluster Analysis on fraud detection has shown that neuronal inputs can be reduced by clustering attributes.
Date of Conference: 13-15 April 2015
Date Added to IEEE Xplore: 01 June 2015
ISBN Information:
Conference Location: Las Vegas, NV, USA

References

References is not available for this document.