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Marek Sikora

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Open access Jul 2026

H-FuseNet: A Hybrid Multi-Representation Fusion Framework for Robust Misinformation Detection

H-FuseNet is proposed, a hybrid multi-representation fusion framework that combines pretrained transformer representations with deception-oriented handcrafted linguistic, stylistic, and semantic features that can improve the reliability of automated fake news detection systems.

A. Mahmood, Marek Sikora, Muhammad Ateeb Ather et al. · 0 citations