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Attention-Based Autoencoder for Fraud Detection by irwan saputra is a document available to read on EtoBox.

What is Attention-Based Autoencoder for Fraud Detection about?

The document presents a novel method called Balanced-Variational AutoEncoder-Attention (Bal-VAE-Attention) for credit card fraud detection, addressing issues related to imbalanced data distribution, feature importance, and shallow attention layers in existing methods. The proposed approach incorporates a new oversampling technique, automatic feature selection, and a deep multi-head attention structure, demonstrating superior performance through experiments on two open-source datasets. The study highlights t

Author

irwan saputra

Language

EN