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A Systematic Review of Machine Learning in Credit Card Fraud Detection Under Original Class Imbalance

Credit card fraud remains a significant concern for financial institutions due to its low prevalence, evolving tactics, and the operational demand for timely, accurate detection. Machine learning (ML) has emerged as a core approach, capable of processing large-scale transactional data and adapting t...

Celý popis

Uloženo v:
Hlavní autoři: Nazerke Baisholan, J. Eric Dietz, Sergiy Gnatyuk, Mussa Turdalyuly, Eric T. Matson, Karlygash Baisholanova
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2025-10-01
Edice:Computers
Témata:
credit card fraud detection
financial fraud
imbalanced classification
machine learning
systematic literature review
Kitchenham approach
On-line přístup:https://www.mdpi.com/2073-431X/14/10/437
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