NICE: An Algorithm for Nearest Instance Counterfactual Explanations. - Dieter Brughmans; David Martens (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)

Disagreement amongst counterfactual explanations: How transparency can be deceptive. - Dieter Brughmans; Lissa Melis; David Martens (CoRR, 2023)

Unveiling the Potential of Counterfactuals Explanations in Employability. - Raphael Mazzine Barbosa de Oliveira; Sofie Goethals; Dieter Brughmans; David Martens (CoRR, 2023)

NICE: an algorithm for nearest instance counterfactual explanations. - Dieter Brughmans; Pieter Leyman; David Martens (Data Min. Knowl. Discov., 2024)