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37 Publications
2023 | Conference Paper | LibreCat-ID: 46067 | 
A. Singh and K. J. Rohlfing, “Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall,” presented at the 45th Annual Conference of the Cognitive Science Society, Sydney, 2023.
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2023 | Journal Article | LibreCat-ID: 48543 |
A. Groß et al., “Scaffolding the human partner by contrastive guidance in an explanatory human-robot dialogue,” Frontiers in Robotics and AI, vol. 10, 2023, doi: 10.3389/frobt.2023.1236184.
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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: 48285
A. Lebedeva, J. Kornowicz, O. Lammert, and J. Papenkordt, “The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks,” 2023, doi: 10.1007/978-3-031-35891-3_9.
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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 | Conference Paper | LibreCat-ID: 46069
F. Seebauer, M. Kuhlmann, R. Haeb-Umbach, and P. Wagner, “Re-examining the quality dimensions of synthetic speech,” 2023.
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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 | Journal Article | LibreCat-ID: 48603
W. Reijers, “Technology and Civic Virtue,” Philosophy & Technology, vol. 36, no. 4, Art. no. 71, 2023, doi: 10.1007/s13347-023-00669-w.
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2023 | Journal Article | LibreCat-ID: 47953
J. Kornowicz and K. Thommes, “Aggregating Human Domain Knowledge for Feature Ranking,” Artificial Intelligence in HCI, 2023, doi: 10.1007/978-3-031-35891-3_7.
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| DOI
2023 | Journal Article | LibreCat-ID: 49516
A. Groß, C. Schütze, M. Brandt, B. Wrede, and B. Richter, “RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research,” Frontiers in Robotics and AI, vol. 10, 2023, doi: 10.3389/frobt.2023.1245501.
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2023 | Book Chapter | LibreCat-ID: 45862
I. Scharlau and A. Karsten, “Schreibfokussierte Graduiertenförderung: Reflexive Spezialisierung für interdisziplinäre Forschungskontexte,” in Neues Handbuch Hochschullehre, vol. 111, B. Berendt, A. Fleischmann, G. Salmhofer, N. Schaper, B. Szczyrba, M. Wiemer, and J. Wildt, Eds. DUZ medienhaus, 2023, pp. 17–35.
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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: 51743
C. Schulz, “From mental models to algorithmic imaginaries to co-constructive mental models,” Navigationen – Zeitschrift für Medien- und Kulturwissenschaften , vol. 2, pp. 65–75, 2023, doi: http://dx.doi.org/10.25819/ubsi/10428.
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| DOI
2023 | Journal Article | LibreCat-ID: 51744
C. Schulz and J. Schröter, “Tech/Imaginations – Introduction,” Navigationen – Zeitschrift für Medien- und Kulturwissenschaften , vol. 2, pp. 7–14, 2023, doi: http://dx.doi.org/10.25819/ubsi/10428.
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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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2023 | Journal Article | LibreCat-ID: 51371
B. Richter et al., “EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study,” Multimodal Technologies and Interaction, vol. 7, no. 4, Art. no. 37, 2023, doi: 10.3390/mti7040037.
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| DOI
2023 | Conference Paper | LibreCat-ID: 51367
A. Robrecht and S. 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, Lisbon, 2023, pp. 48–58, doi: 10.5220/0011671300003393.
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2023 | Conference Paper | LibreCat-ID: 51370
L. Dyck, H. Beierling, R. Helmert, and A.-L. Vollmer, “Technical Transparency for Robot Navigation Through AR Visualizations,” in Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, Stockholm , 2023, pp. 720–724, doi: 10.1145/3568294.3580181.
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| DOI
2023 | Journal Article | LibreCat-ID: 51368
E. Esposito, “Does Explainability Require Transparency?,” Sociologica, vol. 16, no. 3, pp. 17–27, 2023, doi: 10.6092/ISSN.1971-8853/15804.
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| DOI
2023 | Journal Article | LibreCat-ID: 51369
E. Esposito, “Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction,” Sociologica, vol. 16, no. 3, pp. 1–4, 2023, doi: 10.6092/ISSN.1971-8853/16265.
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2023 | Conference Paper | LibreCat-ID: 44849 |
F. Rautenberg et al., “Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics,” in Fortschritte der Akustik - DAGA 2023, Hamburg, 2023, pp. 1409–1412.
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2023 | Conference Paper | LibreCat-ID: 51162 |
J. Hanselle, J. Kornowicz, S. Heid, K. Thommes, and E. Hüllermeier, “Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain,” presented at the Lernen, Wissen, Daten, Analysen 2023, Marburg, Germany, 2023.
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2023 | Book Chapter | LibreCat-ID: 48776
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams,” in Machine Learning and Knowledge Discovery in Databases: Research Track, Cham: Springer Nature Switzerland, 2023.
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| DOI
2023 | Journal Article | LibreCat-ID: 50262
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,” Machine Learning, vol. 112, no. 12, pp. 4863–4903, 2023, doi: 10.1007/s10994-023-06385-y.
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| DOI
2023 | Conference Paper | LibreCat-ID: 48775
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “On Feature Removal for Explainability in Dynamic Environments,” presented at the ESANN 2023 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium) and online, 2023, doi: 10.14428/esann/2023.es2023-148.
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2023 | Conference Paper | LibreCat-ID: 52230
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “SHAP-IQ: Unified Approximation of any-order Shapley Interactions,” in NeurIPS 2023 - Advances in Neural Information Processing Systems, 2023, vol. 36, pp. 11515--11551.
LibreCat
2023 | Conference Paper | LibreCat-ID: 52475
M. Sengupta, M. Alshomary, I. Scharlau, and H. Wachsmuth, “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms,” 2023, doi: 10.18653/v1/2023.findings-emnlp.308.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 52477
M. Sengupta, M. Alshomary, and H. Wachsmuth, “Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning,” 2023, doi: 10.18653/v1/2022.flp-1.19.
LibreCat
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2023 | Journal Article | LibreCat-ID: 43437 |
N. Klowait, “On the Multimodal Resolution of a Search Sequence in Virtual Reality,” Human Behavior and Emerging Technologies, vol. 2023, pp. 1–15, 2023, doi: 10.1155/2023/8417012.
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2023 | Journal Article | LibreCat-ID: 45599
N. Klowait and M. Erofeeva, “Halting the Decay of Talk,” Social Interaction. Video-Based Studies of Human Sociality, vol. 6, no. 1, 2023, doi: 10.7146/si.v6i1.136903.
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2023 | Conference Abstract | LibreCat-ID: 46283 |
N. C. Banh and I. Scharlau, “First steps towards real-time assessment of attentional weights and capacity according to TVA,” in Abstracts of the 65th TeaP, Trier, Germany, 2023, doi: 10.23668/PSYCHARCHIVES.12945.
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2023 | Journal Article | LibreCat-ID: 48280
C. Schütze, O. Lammert, B. Richter, K. Thommes, and B. Wrede, “Emotional Debiasing Explanations for Decisions in HCI,” Artificial Intelligence in HCI, 2023, doi: 10.1007/978-3-031-35891-3_20.
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