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79 Publications
2024 | Journal Article | LibreCat-ID: 56264 | 
H. M. Buhl, J. B. Fisher, and K. Rohlfing, “Changes in partner models – Effects of adaptivity in the course of explanations,” Proceedings of the Annual Meeting of the Cognitive Science Society, vol. 46, 2024.
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2024 | Conference Paper | LibreCat-ID: 55311
P. Kolpaczki, M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification,” in Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, 2024, vol. 238, pp. 3520–3528.
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2024 | Conference Paper | LibreCat-ID: 58223
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions,” in Proceedings of the 41st International Conference on Machine Learning, 2024, vol. 235, pp. 14308–14342.
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2024 | Journal Article | LibreCat-ID: 54907
S. Heid, J. M. Hanselle, J. Fürnkranz, and E. Hüllermeier, “Learning decision catalogues for situated decision making: The case of scoring systems,” International Journal of Approximate Reasoning, vol. 171, Art. no. 109190, 2024, doi: 10.1016/j.ijar.2024.109190.
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2024 | Conference Paper | LibreCat-ID: 55917 |
M. Booshehri, H. Buschmeier, and P. Cimiano, “Towards a BFO-based ontology of understanding in explanatory interactions,” presented at the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI), Santiago de Compostela, Spain, 2024.
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2024 | Conference Paper | LibreCat-ID: 57204 |
S. T. Lazarov and A. Grimminger, “Variations in explainers’ gesture deixis in explanations related to the monitoring of explainees’ understanding,” in Proceedings of the Annual Meeting of the Cognitive Science Society, Rotterdam, 2024, vol. 46.
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2024 | Journal Article | LibreCat-ID: 53072 |
N. C. Banh, J. Tünnermann, K. J. Rohlfing, and I. Scharlau, “Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution,” Frontiers in Psychology, vol. 15, 2024, doi: 10.3389/fpsyg.2024.1451309.
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2024 | Conference Paper | LibreCat-ID: 55404
M. Alshomary, F. Lange, M. Booshehri, M. Sengupta, P. Cimiano, and H. Wachsmuth, “Modeling the Quality of Dialogical Explanations,” in Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024, pp. 11523–11536.
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2024 | Journal Article | LibreCat-ID: 58109 |
I. Scharlau, M. Körber, M. Sengupta, and H. Wachsmuth, “When to use a metaphor: Metaphors in dialogical explanations with addressees of different expertise,” Frontiers in Language Sciences, vol. 3, p. 1474924, 2024.
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2024 | Conference Paper | LibreCat-ID: 58722
M. Spliethöver, S. N. Menon, and H. Wachsmuth, “Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness,” in Findings of the Association for Computational Linguistics: ACL 2024, 2024, pp. 9294–9313, doi: 10.18653/v1/2024.findings-acl.553.
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2024 | Conference Paper | LibreCat-ID: 55403 |
H. Buschmeier et al., “Towards a Computational Architecture for Co-Constructive Explainable Systems,” in Proceedings of the 2024 Workshop on Explainability Engineering, Lisbon, Portugal, 2024, pp. 20–25, doi: 10.1145/3648505.3648509.
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2023 | Conference Paper | LibreCat-ID: 48355 |
F. Rautenberg, M. Kuhlmann, J. Wiechmann, F. Seebauer, P. Wagner, and R. Haeb-Umbach, “On Feature Importance and Interpretability of Speaker Representations,” presented at the ITG Conference on Speech Communication, Aachen, 2023.
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2023 | Conference Paper | LibreCat-ID: 48410 |
J. Wiechmann, F. Rautenberg, P. Wagner, and R. Haeb-Umbach, “Explaining voice characteristics to novice voice practitioners-How successful is it?,” 2023.
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2023 | Conference Paper | LibreCat-ID: 48595
T. M. Peters and R. W. Visser, “The Importance of Distrust in AI,” 2023, doi: 10.1007/978-3-031-44070-0_15.
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2023 | Journal Article | LibreCat-ID: 48777
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,” Machine Learning, 2023, doi: 10.1007/s10994-023-06385-y.
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2023 | Journal Article | LibreCat-ID: 48779
A. Artelt, R. Visser, and B. Hammer, “‘I do not know! but why?’ — Local model-agnostic example-based explanations of reject,” Neurocomputing, vol. 558, Art. no. 126722, 2023, doi: 10.1016/j.neucom.2023.126722.
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2023 | Conference Paper | LibreCat-ID: 47448
L. Terfloth, M. Schaffer, H. M. Buhl, and C. Schulte, “Adding Why to What? Analyses of an Everyday Explanation,” presented at the 1st World Conference on eXplainable Artificial Intelligence (xAI 2023), Lisboa, 2023, doi: 10.1007/978-3-031-44070-0_13.
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2023 | Conference Paper | LibreCat-ID: 44853 |
S. Alpsancar, “What is AI Ethics? Ethics as means of self-regulation and the need for critical reflection ,” in International Conference on Computer Ethics 2023, Chicago, Illinois, 2023, vol. 1, no. 1, pp. 1--17.
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2023 | Journal Article | LibreCat-ID: 51345
C. Schulz, “A new algorithmic imaginary,” Media, Culture & Society, vol. 45, no. 3, pp. 646–655, 2023, doi: 10.1177/01634437221136014.
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2023 | Preprint | LibreCat-ID: 51372
D. Johnson, O. Hakobyan, and H. Drimalla, “Towards Interpretability in Audio and Visual Affective Machine Learning: A Review.” 2023.
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