A data mining based system for credit-card fraud detection in e-tail

Credit-card fraud leads to billions of dollars in losses for online merchants. With the development of machine learning algorithms, researchers have been finding increasingly sophisticated ways to detect fraud, but practical implementations are rarely reported. We describe the development and deploy...

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Veröffentlicht in:	Decision Support Systems 2017-03, Vol.95, p.91-101
Hauptverfasser:	Carneiro, Nuno, Figueira, Gonçalo, Costa, Miguel
Format:	Artikel
Sprache:	eng
Schlagworte:	Credit card fraud Credit-card Data mining Electronic commerce Fraud detection Machine learning Online retail Practical implementation Studies Supervised learning
Online-Zugang:	Volltext
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