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37 Publications
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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| DOI
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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| DOI
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.
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| 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.
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| DOI
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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