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Open access Jul 2026

A multi-dimensional intelligent financial risk early warning model based on deep learning

A novel approach named Financial Risk Prediction framework (TCNHA-FRP) is proposed in this study, which combines a Temporal Convolutional Network with a Hierarchical Attention mechanism and offers an effective and data-driven approach for timely financial risk assessment.

Guangzhi Wang, Qianhui Zhang, Wenyi Wu · 0 citations

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