Explainable Image Classification with Evidence Counterfactual. - Tom Vermeire; David Martens (CoRR, 2020)

How to Choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice. - Tom Vermeire; Thibault Laugel; Xavier Renard; David Martens; Marcin Detyniecki (PKDD/ECML Workshops (1), 2021)

Understanding Consumer Preferences for Explanations Generated by XAI Algorithms. - Yanou Ramon; Tom Vermeire; Olivier Toubia; David Martens; Theodoros Evgeniou (CoRR, 2021)

Explainable image classification with evidence counterfactual. - Tom Vermeire; Dieter Brughmans; Sofie Goethals; Raphael Mazzine Barbossa de Oliveira; David Martens (Pattern Anal. Appl., 2022)