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

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

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). - Nesrine Mansouri (2023)

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

Bank credit risk prediction using machine learning model. - Ines Gasmi; Sana Neji; Nesrine Mansouri; Makram Soui (Neural Comput. Appl., 2025)