SBS feature selection and AdaBoost classifier for specialization/major recommendation for undergraduate students. - Mansouri, Nesrine; Abed, Mourad; Soui, Makram (Educ. Inf. Technol., 2024)

Simultaneous multimodal imaging of metabolic and functional parameters of tumors; tumor heterogeneity, prediction of precision medicine effectiveness by radiomic analysis and machine learning algorithms. (Imagerie multimodale simultanée des paramètres métaboliques et fonctionnels des tumeurs : hétérogénéité tumorale, prédiction de l'efficacité de la médecine de précision par algorithmes d'apprentissage automatique). - Mansouri, Nesrine (2023)

Full Personalized Learning Path Recommendation: A Literature Review. - Mansouri, Nesrine; Soui, Makram; Abed, Mourad (2023)

Handling class imbalance in COVID-19 chest X-ray images classification: Using SMOTE and weighted loss. - Chamseddine, Ekram; Mansouri, Nesrine; Soui, Makram; Abed, Mourad (Appl. Soft Comput., 2022)