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Electronic Data Center

Journal of Automation and Information Sciences

 

ISSN for PRINT: 1064-2315

Institutional price:

$2573.00

Issues per year:

12

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Best Paper Award Selection - Editorial Board Site

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2006, Volume38

Issue 12

  87 pages  

DOI: 10.1615/J Automat Inf Scien.v38.i12   

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  • Self-organizing Maps Application for Detection of Fraudulent Transactions in a Payment System
  • Vladimir A. Zaslavskiy
    Kiev National Taras Shevchenko University, Kiev, Ukraine

    Anna A. Strizhak
    Kiev National Taras Shevchenko University, Kiev, Ukraine


    ABSTRACT

    The algorithm of detection of fraudulent operations with plastic cards in a payment system is considered. The proposed approach uses the neuronet method of Kohonen’s self-organizing maps, which enables while learning to produce automatically the rules of transactions processing and periodically to improve them under the conditions of dynamically changing information in the computer-based system.

    DOI: 10.1615/J Automat Inf Scien.v38.i12.60

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