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116 Publications
2024 | Conference Paper | LibreCat-ID: 55911 | 
Wang, Yu, Yang Xu, Gabriel Skantze, and Hendrik Buschmeier. “How Much Does Nonverbal Communication Conform to Entropy Rate Constancy?: A Case Study on Listener Gaze in Interaction.” In Findings of the Association for Computational Linguistics ACL 2024, 3533–3545. Bangkok, Thailand, 2024.
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2024 | Conference Abstract | LibreCat-ID: 56314
Riechmann, Alina Naomi, and Hendrik Buschmeier. “Automatic Reconstruction of Dialogue Participants’ Coordinating Gaze Behavior from Multiple Camera Perspectives.” In Book of Abstracts of the 2nd International Multimodal Communication Symposium, 38–39. Frankfurt am Main, Germany, 2024.
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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: 61273
Paletschek, Jonas. “A Paradigm to Investigate Social Signals of Understanding and Their Susceptibility to Stress.” In 12th International Conference on Affective Computing & Intelligent Interaction. IEEE, 2024. https://doi.org/10.1109/ACII63134.2024.00040.
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2024 | Journal Article | LibreCat-ID: 61290
Johnson, David, Olya Hakobyan, Jonas Paletschek, and Hanna Drimalla. “Explainable AI for Audio and Visual Affective Computing: A Scoping Review.” IEEE Transactions on Affective Computing 16, no. 2 (2024): 518–36. https://doi.org/10.1109/taffc.2024.3505269.
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2024 | Conference Paper | LibreCat-ID: 55429
Battefeld, Dominik, Sigrid Mues, Tim Wehner, Patrick House, Christoph Kellinghaus, Jörg Wellmer, and Stefan Kopp. “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, 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 | 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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2023 | Journal Article | LibreCat-ID: 51369
Esposito, Elena. “Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction.” Sociologica 16, no. 3 (2023): 1–4. https://doi.org/10.6092/ISSN.1971-8853/16265.
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2023 | Conference Paper | LibreCat-ID: 44849 |
Rautenberg, Frederik, Michael Kuhlmann, Janek Ebbers, Jana Wiechmann, Fritz Seebauer, Petra Wagner, and Reinhold Haeb-Umbach. “Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics.” In Fortschritte Der Akustik - DAGA 2023, 1409–12, 2023.
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2023 | Book Chapter | LibreCat-ID: 54909
Hanselle, Jonas Manuel, Johannes Fürnkranz, and Eyke Hüllermeier. “Probabilistic Scoring Lists for Interpretable Machine Learning.” In Discovery Science. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-45275-8_13.
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2023 | Conference Paper | LibreCat-ID: 55155
Robrecht, Amelie, and Stefan Kopp. “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. https://doi.org/10.5220/0011671300003393.
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