Risks of Digital Transformation: Review of Machine Learning Algorithms in Credit Card Fraud Detection

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dc.authoridVarol, Asaf/0000-0003-1606-4079en_US
dc.authoridGürsoy, GUNES/0000-0003-3716-0334en_US
dc.contributor.authorGürsoy, Güneş
dc.contributor.authorVarol, Asaf
dc.date.accessioned2024-07-12T21:40:37Z
dc.date.available2024-07-12T21:40:37Z
dc.date.issued2021en_US
dc.department[Belirlenecek]en_US
dc.description2nd International Informatics and Software Engineering Conference (IISEC) - Artificial Intelligence for Digital Transformation -- DEC 16-17, 2021 -- Ankara, TURKEYen_US
dc.description.abstractIn addition to the advantages of the digital world, there are also disadvantages, which can harm people. With the spread of credit cards with the digital transformation, banks have become the targets of malicious hackers. In this study, firstly, information about artificial intelligence and digital transformation is given. In related studies, some machine learning methods such as Random Forest, Naive Bayes, K-Nearest Neighbor, Logistic Regression, Support Vector Machines, Decision Tree, Artificial Neural Networks, Multilayer Perceptron and Ensemble Learning have been used to detect credit card fraud and their algorithm performance has been demonstrated.en_US
dc.description.sponsorshipIEEE Turkey Secten_US
dc.identifier.doi10.1109/IISEC54230.2021.9672354
dc.identifier.isbn978-1-6654-0759-5
dc.identifier.scopus2-s2.0-85125301394en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/IISEC54230.2021.9672354
dc.identifier.urihttps://hdl.handle.net/20.500.12415/7394
dc.identifier.wosWOS:000841548300009en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherIeeeen_US
dc.relation.ispartof2nd International Informatics And Software Engineering Conference (Iisec)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzKY08735
dc.subjectDigital Transformationen_US
dc.subjectArtificial Intelligenceen_US
dc.subjectMachine Learningen_US
dc.subjectCredit Card Fraud Detectionen_US
dc.titleRisks of Digital Transformation: Review of Machine Learning Algorithms in Credit Card Fraud Detectionen_US
dc.typeConference Object
dspace.entity.typePublication

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