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CTCN: a novel credit card fraud detection method based on Conditional Tabular Generative Adversarial Networks and Temporal Convolutional Network

Credit card fraud can lead to significant financial losses for both individuals and financial institutions. In this article, we propose a novel method called CTCN, which uses Conditional Tabular Generative Adversarial Networks (CTGAN) and temporal convolutional network (TCN) for credit card fraud de...

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Detalles Bibliográficos
Autores principales: Zhao, Xiaoyan, Guan, Shaopeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588710/
https://www.ncbi.nlm.nih.gov/pubmed/37869461
http://dx.doi.org/10.7717/peerj-cs.1634