A genetic programming approach to telecommunications fraud detection and classification



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dc.contributor.author Hilas, Constantinos S.
dc.contributor.author Kazarlis, Spyridon A.
dc.contributor.author Rekanos, Ioannis T.
dc.contributor.author Mastorocostas, Paris A.
dc.date.accessioned 2015-06-27T12:53:24Z
dc.date.available 2015-06-27T12:53:24Z
dc.date.issued 2014-03
dc.identifier.other http://www.researchgate.net/profile/Constantinos_Hilas/publication/261191177_A_Genetic_Programming_Approach_to_Telecommunications_Fraud_Detection_and_Classification/links/0046353441f851ac2a000000.pdf el
dc.identifier.uri http://apothesis.teicm.gr/xmlui/handle/123456789/1538
dc.description.abstract Telecommunications fraud has drawn the researchers’ attention due to the huge economic burden on companies and to the interesting aspect of users’ behavior modeling. In the present paper, an application of genetic programming to fraud detection is presented. Genetic programming is used for case classification in order to distinguish between normal and fraudulent activities in a telecommunications network. Implications to appropriate user behavior modeling are, also, discussed. Real world cases of defrauded user accounts are modeled by means of selected usage features and comparisons with other approaches are made. en
dc.format.extent 7 el
dc.language.iso en el
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές *
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/4.0/ *
dc.title A genetic programming approach to telecommunications fraud detection and classification en
dc.type Άρθρο σε επιστημονικό συνέδριο el
dc.conference.information Venice, Italy, March 2014 el
dc.conference.name Proceedings of International Conference on Circuits, Systems, Signal Processing, Communications and Computers el
dc.publication.category Αντίγραφο του συγγραφέα (Author's copy) el
dc.subject.keyword Fraud detection el
dc.subject.keyword Genetic programming el
dc.subject.keyword User profiles el
dc.subject.keyword Feature selection el
dc.subject.keyword Telecommunications el

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Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές