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Otmane Houdaif

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Open access Jul 2026

Explainable Artificial Intelligence for Fake News Detection in Digital Media

An Explainable Artificial Intelligence (XAI) framework for fake news detection that unites the complementary explainability methods: SHapley Additive exPlanations and Local Interpretable Model-agnostic Explanations with the feature extraction technique, Term Frequency-Inverse Document Frequency (TF-IDF) and the Linear Support Vector Machine (Linear SVM) classifier.

Ilyass Mzili, Otmane Houdaif, Zakaria Benlalia · 0 citations