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Multi-scale temporal modeling for financial fraud detection using variational autoencoders

The explosive growth of digital payment systems has accelerated the adoption of machine learning (ML) in financial anomaly detection. Existing methods attempt to learn the characteristics of anomalous samples from large-scale datasets; however, due to the scarcity of fraudulent transactions, these m...

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Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Chenxi Jiang, Yiheng Luo, Zhenyu Zhou
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Elsevier 2026-04-01
Saila:Alexandria Engineering Journal
Gaiak:
Sarrera elektronikoa:http://www.sciencedirect.com/science/article/pii/S1110016826001870
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