Dieter Brughmans

According to our database, Dieter Brughmans authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

NICE: an algorithm for nearest instance counterfactual explanations.

Dieter Brughmans, Pieter Leyman, David Martens

Data Min. Knowl. Discov., September, 2024

2023

Unveiling the Potential of Counterfactuals Explanations in Employability.

Raphael Mazzine Barbosa de Oliveira, Sofie Goethals, Dieter Brughmans, David Martens

CoRR, 2023

Disagreement amongst counterfactual explanations: How transparency can be deceptive.

Dieter Brughmans, Lissa Melis, David Martens

CoRR, 2023

2022

Explainable image classification with evidence counterfactual.

Tom Vermeire, Dieter Brughmans, Sofie Goethals, Raphael Mazzine Barbossa de Oliveira, David Martens

Pattern Anal. Appl., 2022

2021

NICE: An Algorithm for Nearest Instance Counterfactual Explanations.

Dieter Brughmans, David Martens

CoRR, 2021