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115 Publications
2024 | Conference Paper | LibreCat-ID: 58722 | 
Spliethöver M, Menon SN, Wachsmuth H. Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness. In: Ku L-W, Martins A, Srikumar V, eds. Findings of the Association for Computational Linguistics: ACL 2024. Association for Computational Linguistics; 2024:9294–9313. doi:10.18653/v1/2024.findings-acl.553
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2024 | Conference Paper | LibreCat-ID: 61273
Paletschek J. A Paradigm to Investigate Social Signals of Understanding and Their Susceptibility to Stress. In: 12th International Conference on Affective Computing & Intelligent Interaction. IEEE; 2024. doi:10.1109/ACII63134.2024.00040
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2024 | Journal Article | LibreCat-ID: 61290
Johnson D, Hakobyan O, Paletschek J, Drimalla H. Explainable AI for Audio and Visual Affective Computing: A Scoping Review. IEEE Transactions on Affective Computing. 2024;16(2):518-536. doi:10.1109/taffc.2024.3505269
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2024 | Conference Paper | LibreCat-ID: 55429
Battefeld D, Mues S, Wehner T, et al. Revealing the Dynamics of Medical Diagnostic Reasoning as Step-by-Step Cognitive Process Trajectories. In: Proceedings of the 46th Annual Conference of the Cognitive Science Society. ; 2024.
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2023 | Conference Paper | LibreCat-ID: 48355 |
Rautenberg F, Kuhlmann M, Wiechmann J, Seebauer F, Wagner P, Haeb-Umbach R. 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 J, Rautenberg F, Wagner P, Haeb-Umbach R. 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 TM, Visser RW. The Importance of Distrust in AI. In: Communications in Computer and Information Science. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-44070-0_15
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2023 | Journal Article | LibreCat-ID: 48777
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. Published online 2023. doi:10.1007/s10994-023-06385-y
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2023 | Conference Paper | LibreCat-ID: 44853 |
Alpsancar S. What is AI Ethics? Ethics as means of self-regulation and the need for critical reflection . In: International Conference on Computer Ethics 2023. Vol 1. ; 2023:1--17.
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2023 | Journal Article | LibreCat-ID: 51345
Schulz C. A new algorithmic imaginary. Media, Culture & Society. 2023;45(3):646-655. doi:10.1177/01634437221136014
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2023 | Preprint | LibreCat-ID: 51372
Johnson D, Hakobyan O, Drimalla H. Towards Interpretability in Audio and Visual Affective Machine Learning: A Review. Published online 2023.
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2023 | Journal Article | LibreCat-ID: 51371
Richter B, Putze F, Ivucic G, et al. EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study. Multimodal Technologies and Interaction. 2023;7(4). doi:10.3390/mti7040037
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2023 | Conference Paper | LibreCat-ID: 51370
Dyck L, Beierling H, Helmert R, Vollmer A-L. Technical Transparency for Robot Navigation Through AR Visualizations. In: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction. ACM; 2023:720-724. doi:10.1145/3568294.3580181
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2023 | Journal Article | LibreCat-ID: 51368
Esposito E. Does Explainability Require Transparency? Sociologica. 2023;16(3):17-27. doi:10.6092/ISSN.1971-8853/15804
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2023 | Journal Article | LibreCat-ID: 51369
Esposito E. Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction. Sociologica. 2023;16(3):1-4. doi:10.6092/ISSN.1971-8853/16265
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2023 | Conference Paper | LibreCat-ID: 44849 |
Rautenberg F, Kuhlmann M, Ebbers J, et al. Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics. In: Fortschritte Der Akustik - DAGA 2023. ; 2023:1409-1412.
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2023 | Book Chapter | LibreCat-ID: 54909
Hanselle JM, Fürnkranz J, Hüllermeier E. Probabilistic Scoring Lists for Interpretable Machine Learning. In: Discovery Science. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-45275-8_13
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2023 | Conference Paper | LibreCat-ID: 55155
Robrecht A, Kopp S. SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation. In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence. SCITEPRESS - Science and Technology Publications; 2023. doi:10.5220/0011671300003393
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2023 | Conference Paper | LibreCat-ID: 55152
Robrecht A, Rothgänger M, Kopp S. A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations. In: Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents. ACM; 2023. doi:10.1145/3570945.3607339
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2023 | Conference Paper | LibreCat-ID: 55406
Sengupta M, Alshomary M, Scharlau I, Wachsmuth H. Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms. In: Bouamor H, Pino J, Bali K, eds. Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics; 2023:4636–4659. doi:10.18653/v1/2023.findings-emnlp.308
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