Hybrid Undersampling and Oversampling for Handling Imbalanced Credit Card Data

Hybrid Undersampling and Oversampling for Handling Imbalanced Credit Card Data

Recent developments in the use of credit cards for a range of daily life activities have increased credit card fraud and caused huge financial losses for individuals and financial institutions. Most credit card frauds are conducted online through illegal payment authorizations by data breaches, phis...

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Bibliographic Details
Main Authors: Maram Alamri, Mourad Ykhlef
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Borderline SMOTE
class imbalance
credit card
fraud detection
sampling techniques
Tomek links
Online Access:https://ieeexplore.ieee.org/document/10411884/

Internet

https://ieeexplore.ieee.org/document/10411884/

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