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35 Publications
2024 | Journal Article | LibreCat-ID: 53073
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence. 2024;38(13):14388-14396. doi:10.1609/aaai.v38i13.29352
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2024 | Conference Abstract | LibreCat-ID: 53069 | 
Banh NC, Scharlau I. Effects of task difficulty on visual processing speed. In: ; 2024.
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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 | 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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| arXiv
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 | 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 | 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: 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: 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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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: 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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