Edge-Preserving Image Denoising and Estimation of Discontinuous Surfaces. - Irène Gijbels; Alexandre Lambert; Peihua Qiu (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Modelling and Detection of Driver's Fatigue using Ontology. - Alexandre Lambert; Manolo Dulva Hina; Celine Barth; Assia Soukane; Amar Ramdane-Cherif (KEOD, 2021)

Enhancing Mental Fatigue Detection through Physiological Signals and Machine Learning Using Contextual Insights and Efficient Modelling. - Carole-Anne Cos; Alexandre Lambert; Aakash Soni 001; Haifa Jeridi; Coralie Thieulin; Amine Jaouadi (J. Sens. Actuator Networks, 2023)

Clustering for Explainability: Extracting and Visualising Concepts from Activation. - Alexandre Lambert; Aakash Soni 001; Assia Soukane; Amar Ramdane-Cherif; Arnaud Rabat (KEOD, 2024)

Artificial intelligence modelling human mental fatigue: A comprehensive survey. - Alexandre Lambert; Aakash Soni 001; Assia Soukane; Amar Ramdane-Cherif; Arnaud Rabat (Neurocomputing, 2024)

Drift-grad-cam method for enhanced segmentation predictions without model retraining. - Alexandre Lambert; Aakash Soni 001; Assia Soukane; Arnaud Rabat; Amar Ramdane-Cherif (Neural Comput. Appl., 2025)