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37 Publications
2023 | Conference Paper | LibreCat-ID: 46067 | 
Singh A, Rohlfing KJ. Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall. In: Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45). Cognitive Science Society; 2023.
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2023 | Journal Article | LibreCat-ID: 48543 |
Groß A, Singh A, Banh NC, et al. Scaffolding the human partner by contrastive guidance in an explanatory human-robot dialogue. Frontiers in Robotics and AI. 2023;10. doi:10.3389/frobt.2023.1236184
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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: 48285
Lebedeva A, Kornowicz J, Lammert O, Papenkordt J. The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks. In: Artificial Intelligence in HCI. Artificial Intelligence in HCI. ; 2023. doi:10.1007/978-3-031-35891-3_9
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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 | Conference Paper | LibreCat-ID: 46069
Seebauer F, Kuhlmann M, Haeb-Umbach R, Wagner P. Re-examining the quality dimensions of synthetic speech. In: 12th Speech Synthesis Workshop (SSW) 2023. ; 2023.
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2023 | Journal Article | LibreCat-ID: 48779
Artelt A, Visser R, Hammer B. “I do not know! but why?” — Local model-agnostic example-based explanations of reject. Neurocomputing. 2023;558. doi:10.1016/j.neucom.2023.126722
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2023 | Journal Article | LibreCat-ID: 48603
Reijers W. Technology and Civic Virtue. Philosophy & Technology. 2023;36(4). doi:10.1007/s13347-023-00669-w
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2023 | Journal Article | LibreCat-ID: 47953
Kornowicz J, Thommes K. Aggregating Human Domain Knowledge for Feature Ranking. Artificial Intelligence in HCI. Published online 2023. doi:10.1007/978-3-031-35891-3_7
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2023 | Journal Article | LibreCat-ID: 49516
Groß A, Schütze C, Brandt M, Wrede B, Richter B. RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research. Frontiers in Robotics and AI. 2023;10. doi:10.3389/frobt.2023.1245501
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2023 | Book Chapter | LibreCat-ID: 45862
Scharlau I, Karsten A. Schreibfokussierte Graduiertenförderung: Reflexive Spezialisierung für interdisziplinäre Forschungskontexte. In: Berendt B, Fleischmann A, Salmhofer G, et al., eds. Neues Handbuch Hochschullehre. Vol 111. G 4.18. DUZ medienhaus; 2023:17-35.
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2023 | Conference Paper | LibreCat-ID: 47448
Terfloth L, Schaffer M, Buhl HM, Schulte C. Adding Why to What? Analyses of an Everyday Explanation. In: Springer, Cham; 2023. doi:10.1007/978-3-031-44070-0_13
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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: 51743
Schulz C. From mental models to algorithmic imaginaries to co-constructive mental models. Navigationen – Zeitschrift für Medien- und Kulturwissenschaften . 2023;2:65-75. doi:http://dx.doi.org/10.25819/ubsi/10428
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2023 | Journal Article | LibreCat-ID: 51744
Schulz C, Schröter J. Tech/Imaginations – Introduction. Navigationen – Zeitschrift für Medien- und Kulturwissenschaften . 2023;2:7-14. doi:http://dx.doi.org/10.25819/ubsi/10428
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2023 | Special Issue | LibreCat-ID: 51741
Schulz C, Schröter J, Ernst C, eds. Tech/Imaginations. Vol 2. Universi Verlag ; 2023. doi:http://dx.doi.org/10.25819/ubsi/10428
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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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| DOI
2023 | Conference Paper | LibreCat-ID: 51367
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; 2023:48-58. doi:10.5220/0011671300003393
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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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| DOI
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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| DOI
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 | Conference Paper | LibreCat-ID: 51162 |
Hanselle J, Kornowicz J, Heid S, Thommes K, Hüllermeier E. Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain. In: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings. ; 2023.
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2023 | Book Chapter | LibreCat-ID: 48776
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams. In: Machine Learning and Knowledge Discovery in Databases: Research Track. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-43418-1_26
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2023 | Book Chapter | LibreCat-ID: 48778
Muschalik M, Fumagalli F, Jagtani R, Hammer B, Huellermeier E. iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios. In: Communications in Computer and Information Science. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-44064-9_11
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| DOI
2023 | Journal Article | LibreCat-ID: 50262
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. 2023;112(12):4863-4903. doi:10.1007/s10994-023-06385-y
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2023 | Conference Paper | LibreCat-ID: 48775
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. On Feature Removal for Explainability in Dynamic Environments. In: ESANN 2023 Proceedings. i6doc.com publ.; 2023. doi:10.14428/esann/2023.es2023-148
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2023 | Conference Paper | LibreCat-ID: 52230
Fumagalli F, Muschalik M, Kolpaczki P, Hüllermeier E, Hammer B. SHAP-IQ: Unified Approximation of any-order Shapley Interactions. In: NeurIPS 2023 - Advances in Neural Information Processing Systems. Vol 36. Curran Associates, Inc.; 2023:11515--11551.
LibreCat
2023 | Conference Paper | LibreCat-ID: 52475
Sengupta M, Alshomary M, Scharlau I, Wachsmuth H. Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms. In: Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics; 2023. doi:10.18653/v1/2023.findings-emnlp.308
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| DOI
2023 | Conference Paper | LibreCat-ID: 52477
Sengupta M, Alshomary M, Wachsmuth H. Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning. In: Proceedings of the 3rd Workshop on Figurative Language Processing (FLP). Association for Computational Linguistics; 2023. doi:10.18653/v1/2022.flp-1.19
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2023 | Journal Article | LibreCat-ID: 43437 |
Klowait N. On the Multimodal Resolution of a Search Sequence in Virtual Reality. Human Behavior and Emerging Technologies. 2023;2023:1-15. doi:10.1155/2023/8417012
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2023 | Journal Article | LibreCat-ID: 45599
Klowait N, Erofeeva M. Halting the Decay of Talk. Social Interaction Video-Based Studies of Human Sociality. 2023;6(1). doi:10.7146/si.v6i1.136903
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2023 | Conference Abstract | LibreCat-ID: 46283 |
Banh NC, Scharlau I. First steps towards real-time assessment of attentional weights and capacity according to TVA. In: Merz S, Frings C, Leuchtenberg B, et al., eds. Abstracts of the 65th TeaP. ZPID (Leibniz Institute for Psychology); 2023. doi:10.23668/PSYCHARCHIVES.12945
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2023 | Journal Article | LibreCat-ID: 48280
Schütze C, Lammert O, Richter B, Thommes K, Wrede B. Emotional Debiasing Explanations for Decisions in HCI. Artificial Intelligence in HCI. Published online 2023. doi:10.1007/978-3-031-35891-3_20
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