David Martens full research professor

Publications David Martens

Explainable AI for operational research : a defining framework, methods, applications, and a research agenda

Source
European journal of operational research - ISSN 0377-2217-317:2 (2024) p. 249-272
Author(s)
    Koen W. De Bock, Kristof Coussement, Arno De Caigny, Roman Słowiński, Bart Baesens, Robert Boute, Tsan-Ming Choi, Dursun Delen, Mathias Kraus, Stefan Lessmann, Sebastián Maldonado, David Martens, María Óskarsdóttir, Carla Vairetti, Wouter Verbeke, Richard Weber

Tell me a story! Narrative-driven XAI with large language models

Source
ArXiv, 2024,26 p.
Author(s)

Exposing image classifier shortcuts with counterfactual frequency (CoF) tables

Source
- () p. 1-10
Author(s)

Disagreement amongst counterfactual explanations : how transparency can be misleading

Source
Top - ISSN 1134-5764- (2024) p. 1-34
Author(s)