Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1109/JCAI.2009.146guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
Article

Research on Credit Card Fraud Detection Model Based on Distance Sum

Published: 25 April 2009 Publication History

Abstract

Along with increasing credit cards and growing trade volume in China, credit card fraud rises sharply. How to enhance the detection and prevention of credit card fraud becomes the focus of risk control of banks. This paper proposes a credit card fraud detection model using outlier detection based on distance sum according to the infrequency and unconventionality of fraud in credit card transaction data, applying outlier mining into credit card fraud detection. Experiments show that this model is feasible and accurate in detecting credit card fraud.

Cited By

View all
  • (2021)An Enhanced Secure Deep Learning Algorithm for Fraud Detection in Wireless CommunicationWireless Communications & Mobile Computing10.1155/2021/60795822021Online publication date: 1-Jan-2021
  • (2016)Hilbert Index-based Outlier Detection Algorithm in Metric SpaceInternational Journal of Grid and High Performance Computing10.4018/IJGHPC.20161001038:4(34-54)Online publication date: 1-Oct-2016
  • (2016)Index Based Hidden Outlier Detection in Metric SpaceScientific Programming10.1155/2016/80482462016(11)Online publication date: 1-Mar-2016

Recommendations

Comments

Information & Contributors

Information

Published In

cover image Guide Proceedings
JCAI '09: Proceedings of the 2009 International Joint Conference on Artificial Intelligence
April 2009
855 pages
ISBN:9780769536156

Publisher

IEEE Computer Society

United States

Publication History

Published: 25 April 2009

Author Tags

  1. credit card
  2. distance sum
  3. fraud detection
  4. outlier

Qualifiers

  • Article

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)0
  • Downloads (Last 6 weeks)0
Reflects downloads up to 10 Nov 2024

Other Metrics

Citations

Cited By

View all
  • (2021)An Enhanced Secure Deep Learning Algorithm for Fraud Detection in Wireless CommunicationWireless Communications & Mobile Computing10.1155/2021/60795822021Online publication date: 1-Jan-2021
  • (2016)Hilbert Index-based Outlier Detection Algorithm in Metric SpaceInternational Journal of Grid and High Performance Computing10.4018/IJGHPC.20161001038:4(34-54)Online publication date: 1-Oct-2016
  • (2016)Index Based Hidden Outlier Detection in Metric SpaceScientific Programming10.1155/2016/80482462016(11)Online publication date: 1-Mar-2016

View Options

View options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media