An overview of my latest publications is available on Google Scholar.
Publications
2023
Scholarly publications
Robeer, M., Bex, F., Feelders, A., & Prakken, H. (Accepted/In press). Explaining Model Behavior with Global Causal Analysis. In Proceedings of the 1st World Conference on eXplainable Artificial Intelligence (xAI 2023) Springer LNCS.
Selten, F., Robeer, M., & Grimmelikhuijsen, S. (2023). ‘Just like I thought’: Street-level bureaucrats trust AI recommendations if they confirm their professional judgment. Public Administration Review, 83(2), 263-278. https://doi.org/10.1111/puar.13602
2021
Scholarly publications
Robeer, M., Bex, F., & Feelders, A. (2021). Generating Realistic Natural Language Counterfactuals. In M-F. Moens, X. Huang, L. Specia, & S. W. Yih (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2021 (pp. 3611–3625). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/2021.findings-emnlp.306
2018
Scholarly publications
van der Waa, J., Robeer, M., van Diggelen, J., Brinkhuis, M., & Neerincx, M. (2018). Contrastive Explanations with Local Foil Trees. https://doi.org/10.48550/arXiv.1806.07470
Robeer, M. (2018, Jul). Contrastive Explanation for Machine Learning. Utrecht University. https://studenttheses.uu.nl/bitstream/handle/20.500.12932/30669/MJRobeer_Thesis-Public.pdf?sequence=1&isAllowed=y
2017
Scholarly publications
Lucassen, G., Robeer, M. J., Dalpiaz, F., van der Werf, J. M. E. M., & Brinkkemper, S. (2017). Extracting conceptual models from user stories with Visual Narrator. Requirements Engineering, 22(3), 339-358. https://doi.org/10.1007/s00766-017-0270-1
https://dspace.library.uu.nl/bitstream/handle/1874/359472/10.1007_2Fs00766_017_0270_1.pdf?sequence=1
https://dspace.library.uu.nl/bitstream/handle/1874/359472/10.1007_2Fs00766_017_0270_1.pdf?sequence=1
2016
Scholarly publications
Robeer, M., Lucassen, G., van der Werf, J. M. E. M., Dalpiaz, F., & Brinkkemper, S. (2016). Automated Extraction of Conceptual Models from User Stories via NLP. In 2016 IEEE 24th International Requirements Engineering Conference (RE) (pp. 196-205). IEEE. https://doi.org/10.1109/RE.2016.40