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

Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain
J. Hanselle, J. Kornowicz, S. Heid, K. Thommes, E. Hüllermeier, in: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, 2023.
LibreCat: /record/51162

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

Incremental permutation feature importance (iPFI): towards online explanations on data streams
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning 112 (2023) 4863–4903.
LibreCat: /record/50262
DOI: 10.1007/s10994-023-06385-y

On Feature Removal for Explainability in Dynamic Environments
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: ESANN 2023 Proceedings, i6doc.com publ., 2023.
LibreCat: /record/48775
DOI: 10.14428/esann/2023.es2023-148

SHAP-IQ: Unified Approximation of any-order Shapley Interactions
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: NeurIPS 2023 - Advances in Neural Information Processing Systems, Curran Associates, Inc., 2023, pp. 11515--11551.
LibreCat: /record/52230

Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms
M. Sengupta, M. Alshomary, I. Scharlau, H. Wachsmuth, in: Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, 2023.
LibreCat: /record/52475
DOI: 10.18653/v1/2023.findings-emnlp.308

Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning
M. Sengupta, M. Alshomary, H. Wachsmuth, in: Proceedings of the 3rd Workshop on Figurative Language Processing (FLP), Association for Computational Linguistics, 2023.
LibreCat: /record/52477
DOI: 10.18653/v1/2022.flp-1.19

On the Multimodal Resolution of a Search Sequence in Virtual Reality
N. Klowait, Human Behavior and Emerging Technologies 2023 (2023) 1–15.
LibreCat: /record/43437
DOI: 10.1155/2023/8417012

Halting the Decay of Talk
N. Klowait, M. Erofeeva, Social Interaction. Video-Based Studies of Human Sociality 6 (2023).
LibreCat: /record/45599
DOI: 10.7146/si.v6i1.136903

First steps towards real-time assessment of attentional weights and capacity according to TVA
N.C. Banh, I. Scharlau, in: S. Merz, C. Frings, B. Leuchtenberg, B. Moeller, S. Mueller, R. Neumann, B. Pastötter, L. Pingen, G. Schui (Eds.), Abstracts of the 65th TeaP, ZPID (Leibniz Institute for Psychology), 2023.
LibreCat: /record/46283
DOI: 10.23668/PSYCHARCHIVES.12945

Emotional Debiasing Explanations for Decisions in HCI
C. Schütze, O. Lammert, B. Richter, K. Thommes, B. Wrede, Artificial Intelligence in HCI (2023).
LibreCat: /record/48280
DOI: 10.1007/978-3-031-35891-3_20