Une revue systématique de la littérature autour du biais, de l'équité et de l'explicabilité. - Mouhamadou-Lamine Ndao; Genane Youness; Ndèye Niang; Gilbert Saporta (CNIA, 2023)

Enhancing Explainability in Predictive Maintenance : Investigating the Impact of Data Preprocessing Techniques on XAI Effectiveness. - Mouhamadou-Lamine Ndao; Genane Youness; Ndèye Niang; Gilbert Saporta (FLAIRS, 2024)

A Divisive Unsupervised Feature Selection Approach for Explainable Remaining Useful Life Prediction. - Mouhamadou-Lamine Ndao; Genane Youness; Ndèye Niang; Gilbert Saporta (DEXA (2), 2025)

Improving predictive maintenance: Evaluating the impact of preprocessing and model complexity on the effectiveness of eXplainable Artificial Intelligence methods. - Mouhamadou-Lamine Ndao; Genane Youness; Ndèye Niang; Gilbert Saporta (Eng. Appl. Artif. Intell., 2025)