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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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Tahani Albalawi, Samia Dardouri
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2025-10-01
Цуврал:	Frontiers in Artificial Intelligence
Нөхцлүүд:	credit card fraud detection imbalanced data machine learning logistic regression decision tree random forest
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/frai.2025.1643292/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!