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CCAS: an intelligent decision support system for credit card assessment

Matsatsinis Nikolaos

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/17FF1E01-05EC-4E32-A6B6-0B6A87142E2D-
Αναγνωριστικόhttps://doi.org/10.1002/mcda.329-
Γλώσσαen-
Μέγεθος23 pagesen
ΤίτλοςCCAS: an intelligent decision support system for credit card assessmenten
ΔημιουργόςMatsatsinis Nikolaosen
ΔημιουργόςΜατσατσινης Νικολαοςel
ΕκδότηςJohn Wiley and Sonsen
ΠερίληψηDuring the last two decades credit cards have became one of the main ways for accomplishing financial transactions. The number of credit card owners have increased rapidly. Unfortunately, at the same time the cases where the owners cannot fulfil their obligations to the banks have also been increased. This fact forced credit institutions and banks to search for methodologies that will allow them to accurately evaluate the credibility of each credit card applicant. Multi-criteria decision aid methods as well as machine learning algorithms can be used to accomplish this task. The present paper proposes a new intelligent decision support system for credit card evaluation, based on a machine-learning algorithm, namely the Composite Rule Induction System and the Rough Sets. The major advantage of the algorithm and the system is the incorporation of qualitative variables, which have an essential role in credit card evaluation. The system is applied on a real case study concerning credit card evaluation by a leading Greek commercial bank and the obtained results are compared to the results of multi-criteria decision aid methods as well as other machine learning algorithms.en
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-11-03-
Ημερομηνία Δημοσίευσης2002-
Θεματική ΚατηγορίαCards, Chargeen
Θεματική ΚατηγορίαCards, Crediten
Θεματική ΚατηγορίαCharge cardsen
Θεματική Κατηγορίαcredit cardsen
Θεματική Κατηγορίαcards chargeen
Θεματική Κατηγορίαcards crediten
Θεματική Κατηγορίαcharge cardsen
Βιβλιογραφική ΑναφοράN.F. Matsatsinis," CCAS: An intelligent decision support system for credit card assessment,"J.of Multi‐Criteria Dec.Analysis .vol.11,no. 4‐5,pp. 213-235,Jul. 2004.doi:10.1002/mcda.329en

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