Author

A. Oussous

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Open access 2026

A Hybrid System with Automatic Classification and RAG for Moroccan Court Rulings

The Accessibility of Moroccan court judgments and decisions is significantly limited due to the lack of a specialized Arabic Judicial information retrieval architecture. Current NLP technologies focus on Modern Standard Arabic and fail to capture the specialized procedural language of judicial rulings from the courts,...

S. Ibrihich, A. Oussous, O. Ibrihich et al. · International Journal of Adv... · 0 citations

Open access Sep 2026

FER-XGBoost: A Hybrid Approach for Fast and Accurate Learner Performance Prediction

In adaptive learning environments, accurate prediction of learner performance is essential for delivering personalized educational support. Logistic regression-based models such as PFA, AFM, and DAS3H have demonstrated strong predictive capabilities; however, they face two complementary limitations: high computational...

Ismail Menyani, Soukaina Hakkal, A. Oussous et al. · Algorithms · 0 citations