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76 Publications
2024 | Journal Article | LibreCat-ID: 54907
Heid, Stefan, Jonas Manuel Hanselle, Johannes Fürnkranz, and Eyke Hüllermeier. “Learning Decision Catalogues for Situated Decision Making: The Case of Scoring Systems.” International Journal of Approximate Reasoning 171 (2024). https://doi.org/10.1016/j.ijar.2024.109190.
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2024 | Conference Paper | LibreCat-ID: 55917 | 
Booshehri, Meisam, Hendrik Buschmeier, and Philipp Cimiano. “Towards a BFO-Based Ontology of Understanding in Explanatory Interactions.” In Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI). Santiago de Compostela, Spain: International Association for Ontology and its Applications, 2024.
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2024 | Conference Paper | LibreCat-ID: 57204 |
Lazarov, Stefan Teodorov, and Angela 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, Vol. 46, 2024.
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2024 | Journal Article | LibreCat-ID: 53072 |
Banh, Ngoc Chi, Jan Tünnermann, Katharina J. Rohlfing, and Ingrid Scharlau. “Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution.” Frontiers in Psychology 15 (2024). https://doi.org/10.3389/fpsyg.2024.1451309.
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2024 | Conference Paper | LibreCat-ID: 55404
Alshomary, Milad, Felix Lange, Meisam Booshehri, Meghdut Sengupta, Philipp Cimiano, and Henning 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), edited by Nicoletta Calzolari, Min-Yen Kan, Veronique Hoste, Alessandro Lenci, Sakriani Sakti, and Nianwen Xue, 11523–11536. Torino, Italia: ELRA and ICCL, 2024.
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2024 | Journal Article | LibreCat-ID: 58109 |
Scharlau, Ingrid, Miriam Körber, Meghdut Sengupta, and Henning Wachsmuth. “When to Use a Metaphor: Metaphors in Dialogical Explanations with Addressees of Different Expertise.” Frontiers in Language Sciences 3 (2024): 1474924.
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2024 | Conference Paper | LibreCat-ID: 58722
Spliethöver, Maximilian, Sai Nikhil Menon, and Henning Wachsmuth. “Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness.” In Findings of the Association for Computational Linguistics: ACL 2024, edited by Lun-Wei Ku, Andre Martins, and Vivek Srikumar, 9294–9313. Bangkok, Thailand: Association for Computational Linguistics, 2024. https://doi.org/10.18653/v1/2024.findings-acl.553.
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2024 | Conference Paper | LibreCat-ID: 55403 |
Buschmeier, Hendrik, Philipp Cimiano, Stefan Kopp, Jaroslaw Kornowicz, Olesja Lammert, Marco Matarese, Dimitry Mindlin, et al. “Towards a Computational Architecture for Co-Constructive Explainable Systems.” In Proceedings of the 2024 Workshop on Explainability Engineering, 20–25. ACM, 2024. https://doi.org/10.1145/3648505.3648509.
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2023 | Conference Paper | LibreCat-ID: 48355 |
Rautenberg, Frederik, Michael Kuhlmann, Jana Wiechmann, Fritz Seebauer, Petra Wagner, and Reinhold Haeb-Umbach. “On Feature Importance and Interpretability of Speaker Representations.” In ITG Conference on Speech Communication, 2023.
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2023 | Conference Paper | LibreCat-ID: 48410 |
Wiechmann, Jana, Frederik Rautenberg, Petra Wagner, and Reinhold Haeb-Umbach. “Explaining Voice Characteristics to Novice Voice Practitioners-How Successful Is It?” In 20th International Congress of the Phonetic Sciences (ICPhS) , 2023.
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2023 | Conference Paper | LibreCat-ID: 48595
Peters, Tobias Martin, and Roel W. Visser. “The Importance of Distrust in AI.” In Communications in Computer and Information Science. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-44070-0_15.
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2023 | Journal Article | LibreCat-ID: 48777
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning, 2023. https://doi.org/10.1007/s10994-023-06385-y.
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2023 | Journal Article | LibreCat-ID: 48779
Artelt, André, Roel Visser, and Barbara Hammer. “‘I Do Not Know! But Why?’ — Local Model-Agnostic Example-Based Explanations of Reject.” Neurocomputing 558 (2023). https://doi.org/10.1016/j.neucom.2023.126722.
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2023 | Conference Paper | LibreCat-ID: 47448
Terfloth, Lutz, Michael Schaffer, Heike M. Buhl, and Carsten Schulte. “Adding Why to What? Analyses of an Everyday Explanation.” Springer, Cham, 2023. https://doi.org/10.1007/978-3-031-44070-0_13.
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2023 | Conference Paper | LibreCat-ID: 44853 |
Alpsancar, Suzana. “What Is AI Ethics? Ethics as Means of Self-Regulation and the Need for Critical Reflection .” In International Conference on Computer Ethics 2023, 1:1--17, 2023.
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2023 | Journal Article | LibreCat-ID: 51345
Schulz, Christian. “A New Algorithmic Imaginary.” Media, Culture & Society 45, no. 3 (2023): 646–55. https://doi.org/10.1177/01634437221136014.
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2023 | Preprint | LibreCat-ID: 51372
Johnson, David , Olya Hakobyan, and Hanna Drimalla. “Towards Interpretability in Audio and Visual Affective Machine Learning: A Review,” 2023.
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2023 | Journal Article | LibreCat-ID: 51371
Richter, Birte, Felix Putze, Gabriel Ivucic, Mara Brandt, Christian Schütze, Rafael Reisenhofer, Britta Wrede, and Tanja Schultz. “EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study.” Multimodal Technologies and Interaction 7, no. 4 (2023). https://doi.org/10.3390/mti7040037.
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2023 | Conference Paper | LibreCat-ID: 51370
Dyck, Leonie, Helen Beierling, Robin Helmert, and Anna-Lisa Vollmer. “Technical Transparency for Robot Navigation Through AR Visualizations.” In Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, 720–24. ACM, 2023. https://doi.org/10.1145/3568294.3580181.
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2023 | Journal Article | LibreCat-ID: 51368
Esposito, Elena . “Does Explainability Require Transparency?” Sociologica 16, no. 3 (2023): 17–27. https://doi.org/10.6092/ISSN.1971-8853/15804.
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