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15 Publications
2024 | Journal Article | LibreCat-ID: 52202
Humans in XAI: Increased Reliance in Decision-Making Under Uncertainty by Using Explanation Strategies
O. Lammert, B. Richter, C. Schütze, K. Thommes, B. Wrede, Frontiers in Behavioral Economics (2024).
LibreCat
| DOI
O. Lammert, B. Richter, C. Schütze, K. Thommes, B. Wrede, Frontiers in Behavioral Economics (2024).
2024 | Journal Article | LibreCat-ID: 53073
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
| DOI
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
2024 | Conference Abstract | LibreCat-ID: 53069 | 
Effects of task difficulty on visual processing speed
N.C. Banh, I. Scharlau, in: 2024.
LibreCat
| Files available
| Download (ext.)
N.C. Banh, I. Scharlau, in: 2024.
2024 | Journal Article | LibreCat-ID: 54911
Learning decision catalogues for situated decision making: The case of scoring systems
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).
LibreCat
| DOI
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).
2024 | Book Chapter | LibreCat-ID: 51745
Vernakulärer Code oder die Geister, die der Algorithmus rief - digitale Schriftlichkeit im Kontext von sozialen Medienplattformen
C. Schulz, in: M. Bartelmus, A. Nebrig (Eds.), Digitale Schriftlichkeit – Progammieren, Prozessieren und Codieren von Schrift, 1st ed., transcript , Bielefeld, 2024.
LibreCat
| DOI
C. Schulz, in: M. Bartelmus, A. Nebrig (Eds.), Digitale Schriftlichkeit – Progammieren, Prozessieren und Codieren von Schrift, 1st ed., transcript , Bielefeld, 2024.
2024 | Book Chapter | LibreCat-ID: 51746
Vom foto-sozialen Graph zum Story-Format: Über die Institutionalisierung sozialmedialer Infrastruktur aus dem Geiste der Fotografie
C. Schulz, in: A. Schürmann, K. Yacavone (Eds.), Die Fotografie und ihre Institutionen. Von der Lehrsammlung zum Bundesinstitut , 1st ed., Reimer Verlag, Berlin , n.d.
LibreCat
C. Schulz, in: A. Schürmann, K. Yacavone (Eds.), Die Fotografie und ihre Institutionen. Von der Lehrsammlung zum Bundesinstitut , 1st ed., Reimer Verlag, Berlin , n.d.
2024 | Journal Article | LibreCat-ID: 54667
On "Super Likes" and Algorithmic (In)Visibilities: Frictions Between Social and Economic Logics in the Context of Social Media Platforms
C. Schulz, Digital Culture & Society 2 (n.d.).
LibreCat
C. Schulz, Digital Culture & Society 2 (n.d.).
2024 | Preprint | LibreCat-ID: 55154
Integrating Representational Gestures into Automatically Generated Embodied Explanations and its Effects on Understanding and Interaction Quality
A. Robrecht, H. Voss, L. Gottschalk, S. Kopp, ArXiv:2406.12544 (2024).
LibreCat
| arXiv
A. Robrecht, H. Voss, L. Gottschalk, S. Kopp, ArXiv:2406.12544 (2024).
2024 | Conference Paper | LibreCat-ID: 55311
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification
P. Kolpaczki, M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: S. Dasgupta, S. Mandt, Y. Li (Eds.), Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, PMLR, 2024, pp. 3520–3528.
LibreCat
P. Kolpaczki, M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: S. Dasgupta, S. Mandt, Y. Li (Eds.), Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, PMLR, 2024, pp. 3520–3528.
2024 | Conference Paper | LibreCat-ID: 55177
Human Emotions in AI Explanations
K. Thommes, O. Lammert, C. Schütze, B. Richter, B. Wrede, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2024.
LibreCat
| DOI
K. Thommes, O. Lammert, C. Schütze, B. Richter, B. Wrede, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2024.
2024 | Preprint | LibreCat-ID: 55400
The Power of Combined Modalities in Interactive Robot Learning
H. Beierling, A.-L. Vollmer, ArXiv:2405.07817 (2024).
LibreCat
| Files available
| arXiv
H. Beierling, A.-L. Vollmer, ArXiv:2405.07817 (2024).
2024 | Conference Paper | LibreCat-ID: 55403
Towards a Computational Architecture for Co-Constructive Explainable Systems
M. Booshehri, H. Buschmeier, P. Cimiano, S. Kopp, J. Kornowicz, O. Lammert, M. Matarese, D. Mindlin, A.S. Robrecht, A.-L. Vollmer, P. Wagner, B. Wrede, in: Proceedings of the 2024 Workshop on Explainability Engineering, ACM, 2024.
LibreCat
| DOI
M. Booshehri, H. Buschmeier, P. Cimiano, S. Kopp, J. Kornowicz, O. Lammert, M. Matarese, D. Mindlin, A.S. Robrecht, A.-L. Vollmer, P. Wagner, B. Wrede, in: Proceedings of the 2024 Workshop on Explainability Engineering, ACM, 2024.
2024 | Conference Paper | LibreCat-ID: 55398
Advancing Human-Robot Collaboration: The Impact of Flexible Input Mechanisms
H. Beierling, K. Loos, R. Helmert, A.-L. Vollmer, in: 2024.
LibreCat
| Files available
H. Beierling, K. Loos, R. Helmert, A.-L. Vollmer, in: 2024.
2024 | Conference Paper | LibreCat-ID: 55338
Analyzing the Use of Metaphors in News Editorials for Political Framing
M. Sengupta, R. El Baff, M. Alshomary, H. Wachsmuth, in: K. Duh, H. Gomez, S. Bethard (Eds.), Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), Association for Computational Linguistics, Mexico City, Mexico, 2024, pp. 3621–3631.
LibreCat
M. Sengupta, R. El Baff, M. Alshomary, H. Wachsmuth, in: K. Duh, H. Gomez, S. Bethard (Eds.), Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), Association for Computational Linguistics, Mexico City, Mexico, 2024, pp. 3621–3631.
2024 | Conference Paper | LibreCat-ID: 55404
Modeling the Quality of Dialogical Explanations
M. Alshomary, F. Lange, M. Booshehri, M. Sengupta, P. Cimiano, H. Wachsmuth, in: N. Calzolari, M.-Y. Kan, V. Hoste, A. Lenci, S. Sakti, N. Xue (Eds.), Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), ELRA and ICCL, Torino, Italia, 2024, pp. 11523–11536.
LibreCat
M. Alshomary, F. Lange, M. Booshehri, M. Sengupta, P. Cimiano, H. Wachsmuth, in: N. Calzolari, M.-Y. Kan, V. Hoste, A. Lenci, S. Sakti, N. Xue (Eds.), Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), ELRA and ICCL, Torino, Italia, 2024, pp. 11523–11536.
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