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Real-time credit card fraud detection using computational intelligence

Authors :
Quah, Jon T.S.
Sriganesh, M.
Source :
Expert Systems with Applications. Nov2008, Vol. 35 Issue 4, p1721-1732. 12p.
Publication Year :
2008

Abstract

Online banking and e-commerce have been experiencing rapid growth over the past few years and show tremendous promise of growth even in the future. This has made it easier for fraudsters to indulge in new and abstruse ways of committing credit card fraud over the Internet. This paper focuses on real-time fraud detection and presents a new and innovative approach in understanding spending patterns to decipher potential fraud cases. It makes use of self-organization map to decipher, filter and analyze customer behavior for detection of fraud. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
09574174
Volume :
35
Issue :
4
Database :
Academic Search Index
Journal :
Expert Systems with Applications
Publication Type :
Academic Journal
Accession number :
33630308
Full Text :
https://doi.org/10.1016/j.eswa.2007.08.093