M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,”10.1609/aaai.v38i13.29352__Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14388–14396, 2024, doi:10.1609/aaai.v38i13.29352 .
LibreCat: /record/53073
DOI: 10.1609/aaai.v38i13.29352

N. C. Banh and I. Scharlau, “Effects of task difficulty on visual processing speed,” presented at the Tagung experimentell arbeitender Psycholog:innen (TeaP), Regensburg, 2024.
LibreCat: /record/53069

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.
LibreCat: /record/46067

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.
LibreCat: /record/48355
arXiv: 2310.12599

J. Wiechmann, F. Rautenberg, P. Wagner, and R. Haeb-Umbach, “Explaining voice characteristics to novice voice practitioners-How successful is it?,” 2023.
LibreCat: /record/48410

T. M. Peters and R. W. Visser, “The Importance of Distrust in AI,”10.1007/978-3-031-44070-0_15__2023, doi:10.1007/978-3-031-44070-0_15 .
LibreCat: /record/48595
DOI: 10.1007/978-3-031-44070-0_15

F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,”10.1007/s10994-023-06385-y__Machine Learning, 2023, doi:10.1007/s10994-023-06385-y .
LibreCat: /record/48777
DOI: 10.1007/s10994-023-06385-y

A. Artelt, R. Visser, and B. Hammer, “‘I do not know! but why?’ — Local model-agnostic example-based explanations of reject,”10.1016/j.neucom.2023.126722__Neurocomputing, vol. 558, Art. no. 126722, 2023, doi:10.1016/j.neucom.2023.126722 .
LibreCat: /record/48779
DOI: 10.1016/j.neucom.2023.126722

L. Terfloth, M. Schaffer, H. M. Buhl, and C. Schulte, “Adding Why to What? Analyses of an Everyday Explanation,”10.1007/978-3-031-44070-0_13__presented at the 1st World Conference on eXplainable Artificial Intelligence (xAI 2023), Lisboa, 2023, doi:10.1007/978-3-031-44070-0_13 .
LibreCat: /record/47448
DOI: 10.1007/978-3-031-44070-0_13

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.
LibreCat: /record/44853

C. Schulz, “A new algorithmic imaginary,”10.1177/01634437221136014__Media, Culture &; Society, vol. 45, no. 3, pp. 646–655, 2023, doi:10.1177/01634437221136014 .
LibreCat: /record/51345
DOI: 10.1177/01634437221136014

D. Johnson, O. Hakobyan, and H. Drimalla, “Towards Interpretability in Audio and Visual Affective Machine Learning: A Review.” 2023.
LibreCat: /record/51372

B. Richter et al., “EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study,”10.3390/mti7040037__Multimodal Technologies and Interaction, vol. 7, no. 4, Art. no. 37, 2023, doi:10.3390/mti7040037 .
LibreCat: /record/51371
DOI: 10.3390/mti7040037

A. Robrecht and S. Kopp, “SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation,”10.5220/0011671300003393__in Proceedings of the 15th International Conference on Agents and Artificial Intelligence, Lisbon, 2023, pp. 48–58, doi:10.5220/0011671300003393 .
LibreCat: /record/51367
DOI: 10.5220/0011671300003393

L. Dyck, H. Beierling, R. Helmert, and A.-L. Vollmer, “Technical Transparency for Robot Navigation Through AR Visualizations,”10.1145/3568294.3580181__in Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, Stockholm , 2023, pp. 720–724, doi:10.1145/3568294.3580181 .
LibreCat: /record/51370
DOI: 10.1145/3568294.3580181

E. Esposito, “Does Explainability Require Transparency?,”10.6092/ISSN.1971-8853/15804__Sociologica, vol. 16, no. 3, pp. 17–27, 2023, doi:10.6092/ISSN.1971-8853/15804 .
LibreCat: /record/51368
DOI: 10.6092/ISSN.1971-8853/15804

E. Esposito, “Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction,”10.6092/ISSN.1971-8853/16265__Sociologica, vol. 16, no. 3, pp. 1–4, 2023, doi:10.6092/ISSN.1971-8853/16265 .
LibreCat: /record/51369
DOI: 10.6092/ISSN.1971-8853/16265

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.
LibreCat: /record/44849

M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, SAGE: 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.
LibreCat: /record/48776
DOI: 10.1007/978-3-031-43418-1_26

M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, and E. Huellermeier, PDP: On Partial Dependence Plots in Dynamic Modeling Scenarios,” in Communications in Computer and Information Science, Cham: Springer Nature Switzerland, 2023.
LibreCat: /record/48778
DOI: 10.1007/978-3-031-44064-9_11