Enhancing credit card fraud detection using traditional and deep learning models with class imbalance mitigation

IntroductionThe growing complexity of fraudulent activities presents significant challenges in detecting fraud within financial transactions. Accurate and robust detection methods are essential for minimizing financial losses.MethodsThis study evaluates logistic regression, decision tree, and random...

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Váldodahkkit:	Tahani Albalawi, Samia Dardouri
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	Frontiers Media S.A. 2025-10-01
Ráidu:	Frontiers in Artificial Intelligence
Fáttát:	credit card fraud detection imbalanced data machine learning logistic regression decision tree random forest
Liŋkkat:	https://www.frontiersin.org/articles/10.3389/frai.2025.1643292/full
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