Neuro-fuzzy ensembles: A systematic mapping study. - Hafsaa Ouifak; Ali Idri (AICCSA, 2022)

Performance-Interpretability Tradeoff of Mamdani Neuro-Fuzzy Classifiers for Medical Data. - Hafsaa Ouifak; Ali Idri; Hicham Benbriqa; Ibtissam Abnane (WorldCIST (1), 2022)

Application of neuro-fuzzy ensembles across domains: A systematic review of the two last decades (2000-2022). - Hafsaa Ouifak; Ali Idri (Eng. Appl. Artif. Intell., 2023)

Insights into the Potential of Fuzzy Systems for Medical AI Interpretability. - Hafsaa Ouifak; Ali Idri (KDIR, 2024)

Homogenous Ensembles of Neuro-Fuzzy Classifiers using Hyperparameter Tuning for Medical Data. - Hafsaa Ouifak; Zaineb Afkhkhar; Alain Thierry Iliho Manzi; Ali Idri (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2024)

A comprehensive review of fuzzy logic based interpretability and explainability of machine learning techniques across domains. - Hafsaa Ouifak; Ali Idri (Neurocomputing, 2025)