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123 Publications
2025 | Book Chapter | LibreCat-ID: 61150 | 
Booshehri, M., Buschmeier, H., & Cimiano, P. (2025). A BFO-based ontological analysis of entities in Social XAI. In Proceedings of the 15th International Conference on Formal Ontology in Information Systems (pp. 255–268). IOS Press. https://doi.org/10.3233/faia250498
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2025 | Conference Paper | LibreCat-ID: 61229
Muschalik, M., Fumagalli, F., Frazzetto, P., Strotherm, J., Hermes, L., Sperduti, A., Hüllermeier, E., & Hammer, B. (2025). Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks. The Thirteenth International Conference on Learning Representations (ICLR).
LibreCat
2025 | Conference Paper | LibreCat-ID: 61232
Visser, R., Fumagalli, F., Hüllermeier, E., & Hammer, B. (2025). Explaining Outliers using Isolation Forest and Shapley Interactions. Proceedings of the European Symposium on Artificial Neural Networks (ESANN).
LibreCat
2025 | Conference Paper | LibreCat-ID: 61231
Fumagalli, F., Muschalik, M., Hüllermeier, E., Hammer, B., & Herbinger, J. (2025). Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory. Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS), 258, 5140–5148.
LibreCat
2025 | Conference Abstract | LibreCat-ID: 61153
Booshehri, M., Buschmeier, H., & Cimiano, P. (2025). A BFO-based ontology of context for Social XAI. Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations. 3rd TRR 318 Conference: Contextualizing Explanations, Bielefeld, Germany.
LibreCat
2025 | Conference Paper | LibreCat-ID: 61234 |
Fichtel, L., Spliethöver, M., Hüllermeier, E., Jimenez, P., Klowait, N., Kopp, S., Ngonga Ngomo, A.-C., Robrecht, A., Scharlau, I., Terfloth, L., Vollmer, A.-L., & Wachsmuth, H. (n.d.). Investigating Co-Constructive Behavior of Large Language Models in Explanation Dialogues. Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue. Annual Meeting of the Special Interest Group on Discourse and Dialogue.
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| arXiv
2025 | Conference Paper | LibreCat-ID: 59856 |
Spliethöver, M., Knebler, T., Fumagalli, F., Muschalik, M., Hammer, B., Hüllermeier, E., & Wachsmuth, H. (2025). Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection. In L. Chiruzzo, A. Ritter, & L. Wang (Eds.), Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) (pp. 2421–2449). Association for Computational Linguistics.
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2025 | Book (Editor) | LibreCat-ID: 61178 |
Ilinykh, N., Robrecht, A., Kopp, S., & Buschmeier, H. (Eds.). (2025). SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue.
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2025 | Conference Abstract | LibreCat-ID: 61243
Fisher, J. B., & Terfloth, L. (2025). The Dual Nature as a Local Context to Explore Verbal Behaviour in Game Explanations. Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025).
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2025 | Preprint | LibreCat-ID: 61294
Johnson, D. S. (2025). Higher Stakes, Healthier Trust? An Application-Grounded Approach to Assessing Healthy Trust in High-Stakes Human-AI Collaboration.
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2025 | Conference Paper | LibreCat-ID: 61421
Battefeld, D., & Kopp, S. (2025). Implementing a computational cognitive process model of medical diagnostic reasoning. Proceedings of KogWis 2025: Conference of the German Cognitive Science Society. Flexible Minds: Situated and Comparative Perspectives (KogWis 2025), Bochum, Germany.
LibreCat
2025 | Conference Paper | LibreCat-ID: 61432 |
Singh, A., & Rohlfing, K. J. (2025). Manners Matter: Action history guides attention and repair choices during interaction. IEEE International Conference on Development and Learning (ICDL). IEEE International Conference on Development and Learning (ICDL), Prague. https://doi.org/10.31234/osf.io/yn2we_v1
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2025 | Research Data | LibreCat-ID: 61429
Buschmeier, H., Grimminger, A., Wagner, P., Lazarov, S. T., Türk, O., & Wang, Y. (2025). MUNDEX Annotations. LibreCat University. https://doi.org/10.5281/ZENODO.17129817
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2025 | Conference Paper | LibreCat-ID: 61401
Singh, A., & Rohlfing, K. J. (2025). Embedding Psycholinguistics: An Interactive Framework for Studying Language in Action. 6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany. 6th Biannual Conference of the German Society for Cognitive Science, Bochum, Germany, Bochum. https://doi.org/10.17605/OSF.IO/8PR23
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2025 | Book Chapter | LibreCat-ID: 62305
Reijers, W., Matzner, T., & Alpsancar, S. (2025). Explainability and AI Governance. In M. Farina, X. Yu, & J. Chen (Eds.), Digital Development. Technology, Ethics and Governance. Routledge. https://doi.org/10.4324/9781003567622-22
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2025 | Journal Article | LibreCat-ID: 61156 |
Buschmeier, H., Buhl, H. M., Kern, F., Grimminger, A., Beierling, H., Fisher, J. B., Groß, A., Horwath, I., Klowait, N., Lazarov, S. T., Lenke, M., Lohmer, V., Rohlfing, K., Scharlau, I., Singh, A., Terfloth, L., Vollmer, A.-L., Wang, Y., Wilmes, A., & Wrede, B. (2025). Forms of Understanding for XAI-Explanations. Cognitive Systems Research, 94, Article 101419. https://doi.org/10.1016/j.cogsys.2025.101419
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2024 | Conference Abstract | LibreCat-ID: 53069 |
Banh, N. C., & Scharlau, I. (2024). Effects of task difficulty on visual processing speed. Tagung experimentell arbeitender Psycholog:innen (TeaP), Regensburg.
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2024 | Conference Paper | LibreCat-ID: 54889 |
Stratmann, L., Banh, N. C., Scharlau, I., & Dressler, F. (2024). Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem. ACM Symposium on Principles of Distributed Computing (PODC 2024), Advanced Tools, Programming Languages, and PLatforms for Implementing and Evaluating Algorithms for Distributed Systems (ApPLIED 2024). https://doi.org/10.1145/3663338.3665831
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2024 | Journal Article | LibreCat-ID: 54911
Heid, S., Hanselle, J. M., Fürnkranz, J., & Hüllermeier, E. (2024). Learning decision catalogues for situated decision making: The case of scoring systems. International Journal of Approximate Reasoning, 171, Article 109190. https://doi.org/10.1016/j.ijar.2024.109190
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