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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Alpana A. Borse

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Open access Aug 2026

4HAN: An Enhanced Neural Network for Fake News Detection using Hypergraph

A Four-Level Hierarchical Attention Network (4HAN) that incorporates word-, sentence-, and headline-level attention, along with Hypergraph Convolution and Hypergraph Attention, is proposed using the LIAR dataset and shows a detection accuracy rate of 96.00%, which beats multiple existing methodologies in fake news detection.

Alpana A. Borse, Gajanan K. Kharate, N. Wasatkar · 0 citations

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