TY - JOUR
KW - Fraud Detection
KW - Payment System
KW - Self Organizing Map
KW - Transaction
AU - Vladimir Zaslavsky
AU - Anna Strizhak
AB - <p>Nowadays, credit card fraud detection is of great importance to financial institutions. This article presents an automated credit card fraud detection system based on the neural network technology. The authors apply the Self-Organizing Map algorithm to create a model of typical cardholder’s behavior and to analyze the deviation of transactions, thus finding suspicious transactions.</p>
BT - Information & Security: An International Journal
DA - 2006
DO - http://dx.doi.org/10.11610/isij.1803
LA - eng
N2 - <p>Nowadays, credit card fraud detection is of great importance to financial institutions. This article presents an automated credit card fraud detection system based on the neural network technology. The authors apply the Self-Organizing Map algorithm to create a model of typical cardholder’s behavior and to analyze the deviation of transactions, thus finding suspicious transactions.</p>
PY - 2006
SP - 48
EP - 63
T2 - Information & Security: An International Journal
TI - Credit Card Fraud Detection Using Self-Organizing Maps
VL - 18
ER -