Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
LibreCat: /record/53073
DOI: 10.1609/aaai.v38i13.29352

Effects of task difficulty on visual processing speed
N.C. Banh, I. Scharlau, in: 2024.
LibreCat: /record/53069

Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall
A. Singh, K.J. Rohlfing, in: Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45), Cognitive Science Society, Sydney, Australia, 2023.
LibreCat: /record/46067

On Feature Importance and Interpretability of Speaker Representations
F. Rautenberg, M. Kuhlmann, J. Wiechmann, F. Seebauer, P. Wagner, R. Haeb-Umbach, in: ITG Conference on Speech Communication, 2023.
LibreCat: /record/48355
arXiv: 2310.12599

Explaining voice characteristics to novice voice practitioners-How successful is it?
J. Wiechmann, F. Rautenberg, P. Wagner, R. Haeb-Umbach, in: 20th International Congress of the Phonetic Sciences (ICPhS) , 2023.
LibreCat: /record/48410

The Importance of Distrust in AI
T.M. Peters, R.W. Visser, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2023.
LibreCat: /record/48595
DOI: 10.1007/978-3-031-44070-0_15

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

cI do not know! but why?d 4 Local model-agnostic example-based explanations of reject
A. Artelt, R. Visser, B. Hammer, Neurocomputing 558 (2023).
LibreCat: /record/48779
DOI: 10.1016/j.neucom.2023.126722

Adding Why to What? Analyses of an Everyday Explanation
L. Terfloth, M. Schaffer, H.M. Buhl, C. Schulte, in: Springer, Cham, 2023.
LibreCat: /record/47448
DOI: 10.1007/978-3-031-44070-0_13

What is AI Ethics? Ethics as means of self-regulation and the need for critical reflection 
S. Alpsancar, in: International Conference on Computer Ethics 2023, 2023, pp. 1--17.
LibreCat: /record/44853

A new algorithmic imaginary
C. Schulz, Media, Culture &; Society 45 (2023) 646–655.
LibreCat: /record/51345
DOI: 10.1177/01634437221136014

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

EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study
B. Richter, F. Putze, G. Ivucic, M. Brandt, C. Schütze, R. Reisenhofer, B. Wrede, T. Schultz, Multimodal Technologies and Interaction 7 (2023).
LibreCat: /record/51371
DOI: 10.3390/mti7040037

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

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

Does Explainability Require Transparency?
E. Esposito, Sociologica 16 (2023) 17–27.
LibreCat: /record/51368
DOI: 10.6092/ISSN.1971-8853/15804

Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction
E. Esposito, Sociologica 16 (2023) 1–4.
LibreCat: /record/51369
DOI: 10.6092/ISSN.1971-8853/16265

Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics
F. Rautenberg, M. Kuhlmann, J. Ebbers, J. Wiechmann, F. Seebauer, P. Wagner, R. Haeb-Umbach, in: Fortschritte Der Akustik - DAGA 2023, 2023, pp. 1409–1412.
LibreCat: /record/44849

iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, Cham, 2023.
LibreCat: /record/48776
DOI: 10.1007/978-3-031-43418-1_26

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