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Author

A. Bekkari

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Open access Oct 2026

An Intelligent Machine-Learning Framework for Short-Term Traffic Accident Prediction in Urban Roads

Urban traffic accidents remain an important road-safety problem, especially in densely populated cities where traffic conditions can change quickly and increase the possibility of accidents. This study proposes a machine-learning framework to predict urban traffic accidents over a short time using traffic, weather, con...

A. Bekkari, Abderrazzak Nejeoui · 0 citations
Open access Aug 2026

An Advanced Ensemble Framework for Robust Heart Disease Detection and Classification

A robust Ensemble Learning (EL) framework for the prediction and classification of CVD by integrating multiple ML algorithms with a DL component using an Artificial Neural Network employed as a feature extraction layer prior to ensemble aggregation is presented.

El Haddad Khadija, A. Bekkari, W. Bouarifi et al. · 0 citations

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