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67 Publications
2023 | Conference Paper | LibreCat-ID: 48775
On Feature Removal for Explainability in Dynamic Environments
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: ESANN 2023 Proceedings, i6doc.com publ., 2023.
LibreCat
| DOI
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: ESANN 2023 Proceedings, i6doc.com publ., 2023.
2023 | Conference Paper | LibreCat-ID: 52230
SHAP-IQ: Unified Approximation of any-order Shapley Interactions
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: NeurIPS 2023 - Advances in Neural Information Processing Systems, Curran Associates, Inc., 2023, pp. 11515--11551.
LibreCat
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: NeurIPS 2023 - Advances in Neural Information Processing Systems, Curran Associates, Inc., 2023, pp. 11515--11551.
2023 | Book Chapter | LibreCat-ID: 54909
Probabilistic Scoring Lists for Interpretable Machine Learning
J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, in: Discovery Science, Springer Nature Switzerland, Cham, 2023.
LibreCat
| DOI
J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, in: Discovery Science, Springer Nature Switzerland, Cham, 2023.
2023 | Conference Paper | LibreCat-ID: 55155
SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation
A. Robrecht, S. Kopp, in: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications, 2023.
LibreCat
| DOI
A. Robrecht, S. Kopp, in: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications, 2023.
2023 | Conference Paper | LibreCat-ID: 55152
A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations
A. Robrecht, M. Rothgänger, S. Kopp, in: Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, ACM, 2023.
LibreCat
| DOI
A. Robrecht, M. Rothgänger, S. Kopp, in: Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, ACM, 2023.
2023 | Conference Paper | LibreCat-ID: 55156
Exploring the Semantic Dialogue Patterns of Explanations – a Case Study of Game Explanations
J. Fisher, A. Robrecht, S. Kopp, K. Rohlfing, in: Proceedings of the 27th Workshop on the Semantics and Pragmatics of Dialogue , 2023.
LibreCat
J. Fisher, A. Robrecht, S. Kopp, K. Rohlfing, in: Proceedings of the 27th Workshop on the Semantics and Pragmatics of Dialogue , 2023.
2023 | Conference Paper | LibreCat-ID: 55406
Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms
M. Sengupta, M. Alshomary, I. Scharlau, H. Wachsmuth, in: H. Bouamor, J. Pino, K. Bali (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, Singapore, 2023, pp. 4636–4659.
LibreCat
| DOI
M. Sengupta, M. Alshomary, I. Scharlau, H. Wachsmuth, in: H. Bouamor, J. Pino, K. Bali (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, Singapore, 2023, pp. 4636–4659.
2023 | Conference Paper | LibreCat-ID: 51767
The Return of Black Box Theory in Explainable AI
F. Beer, C. Schulz, in: 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9, n.d.
LibreCat
F. Beer, C. Schulz, in: 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9, n.d.
2023 | Conference Paper | LibreCat-ID: 51766
Vernacular Metaphors of AI
C. Schulz, A. Wilmes , in: ICA Preconference Workshop “History of Digital Metaphors”, University of Toronto, May 25 , n.d.
LibreCat
C. Schulz, A. Wilmes , in: ICA Preconference Workshop “History of Digital Metaphors”, University of Toronto, May 25 , n.d.
2023 | Conference Paper | LibreCat-ID: 55909 | 
Does listener gaze in face-to-face interaction follow the Entropy Rate Constancy principle: An empirical study
Y. Wang, H. Buschmeier, in: Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, 2023, pp. 15372–15379.
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Y. Wang, H. Buschmeier, in: Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, 2023, pp. 15372–15379.
2023 | Conference Paper | LibreCat-ID: 46067 |
Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall
A. Singh, K.J. Rohlfing, in: Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45), Cognitive Science Society, Sydney, Australia, 2023.
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A. Singh, K.J. Rohlfing, in: Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45), Cognitive Science Society, Sydney, Australia, 2023.
2023 | Conference Paper | LibreCat-ID: 56477
A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations
F. Liedeker, P. Cimiano, in: 2023.
LibreCat
F. Liedeker, P. Cimiano, in: 2023.
2023 | Conference Abstract | LibreCat-ID: 56478
Dynamic Feature Selection in AI-based Diagnostic Decision Support for Epilepsy
F. Liedeker, P. Cimiano, in: 2023.
LibreCat
F. Liedeker, P. Cimiano, in: 2023.
2023 | Preprint | LibreCat-ID: 56663
Forms of Understanding of XAI-Explanations
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J. Fisher, A. Groß, I. Horwath, N. Klowait, S. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, ArXiv:2311.08760 (2023).
LibreCat
| arXiv
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J. Fisher, A. Groß, I. Horwath, N. Klowait, S. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, ArXiv:2311.08760 (2023).
2022 | Conference Paper | LibreCat-ID: 33696 |
Technically enabled explaining of voice characteristics
J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, R. Haeb-Umbach, in: 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P), 2022.
LibreCat
| Files available
J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, R. Haeb-Umbach, in: 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P), 2022.
2022 | Journal Article | LibreCat-ID: 51348
What is Missing in XAI So Far?
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 303–315.
LibreCat
| DOI
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 303–315.
2022 | Journal Article | LibreCat-ID: 51366
Explainable AI
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 207–210.
LibreCat
| DOI
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 207–210.
2022 | Journal Article | LibreCat-ID: 51365
AI: Back to the Roots?
B. Wrede, KI - Künstliche Intelligenz 36 (2022) 117–120.
LibreCat
| DOI
B. Wrede, KI - Künstliche Intelligenz 36 (2022) 117–120.
2022 | Journal Article | LibreCat-ID: 51349
Exploring Monological and Dialogical Phases in Naturally Occurring Explanations
J.B. Fisher, V. Lohmer, F. Kern, W. Barthlen, S. Gaus, K. Rohlfing, KI - Künstliche Intelligenz 36 (2022) 317–326.
LibreCat
| DOI
J.B. Fisher, V. Lohmer, F. Kern, W. Barthlen, S. Gaus, K. Rohlfing, KI - Künstliche Intelligenz 36 (2022) 317–326.
2022 | Journal Article | LibreCat-ID: 51344
Which “motionese” parameters change with children's age? Disentangling attention-getting from action-structuring modifications
K. Rohlfing, A.-L. Vollmer, J. Fritsch, B. Wrede, Frontiers in Communication 7 (2022).
LibreCat
| DOI
K. Rohlfing, A.-L. Vollmer, J. Fritsch, B. Wrede, Frontiers in Communication 7 (2022).