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80 Publications
2023 | Conference Paper | LibreCat-ID: 51162 | 
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.
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J. Hanselle, J. Kornowicz, S. Heid, K. Thommes, E. Hüllermeier, in: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, 2023.
2023 | Book Chapter | LibreCat-ID: 48776
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.
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| DOI
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, Cham, 2023.
2023 | Book Chapter | LibreCat-ID: 48778
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.
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| DOI
M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, E. Huellermeier, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2023.
2023 | Journal Article | LibreCat-ID: 50262
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
| DOI
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning 112 (2023) 4863–4903.
2023 | Conference Paper | LibreCat-ID: 48775
On Feature Removal for Explainability in Dynamic Environments
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: ESANN 2023 Proceedings, i6doc.com publ., 2023.
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| DOI
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: ESANN 2023 Proceedings, i6doc.com publ., 2023.
2023 | Conference Paper | LibreCat-ID: 52230
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
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.
2023 | Conference Paper | LibreCat-ID: 52475
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
| DOI
M. Sengupta, M. Alshomary, I. Scharlau, H. Wachsmuth, in: Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, 2023.
2023 | Conference Paper | LibreCat-ID: 52477
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.
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M. Sengupta, M. Alshomary, H. Wachsmuth, in: Proceedings of the 3rd Workshop on Figurative Language Processing (FLP), Association for Computational Linguistics, 2023.
2023 | Journal Article | LibreCat-ID: 43437 |
On the Multimodal Resolution of a Search Sequence in Virtual Reality
N. Klowait, Human Behavior and Emerging Technologies 2023 (2023) 1–15.
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N. Klowait, Human Behavior and Emerging Technologies 2023 (2023) 1–15.
2023 | Journal Article | LibreCat-ID: 45599
Halting the Decay of Talk
N. Klowait, M. Erofeeva, Social Interaction. Video-Based Studies of Human Sociality 6 (2023).
LibreCat
| DOI
N. Klowait, M. Erofeeva, Social Interaction. Video-Based Studies of Human Sociality 6 (2023).
2023 | Conference Abstract | LibreCat-ID: 46283 |
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.
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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.
2023 | Journal Article | LibreCat-ID: 48543 |
Scaffolding the human partner by contrastive guidance in an explanatory human-robot dialogue
A. Groß, A. Singh, N.C. Banh, B. Richter, I. Scharlau, K.J. Rohlfing, B. Wrede, Frontiers in Robotics and AI 10 (2023).
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A. Groß, A. Singh, N.C. Banh, B. Richter, I. Scharlau, K.J. Rohlfing, B. Wrede, Frontiers in Robotics and AI 10 (2023).
2023 | Book Chapter | LibreCat-ID: 54909
Probabilistic Scoring Lists for Interpretable Machine Learning
J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, in: Discovery Science, Springer Nature Switzerland, Cham, 2023.
LibreCat
| DOI
J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, in: Discovery Science, Springer Nature Switzerland, Cham, 2023.
2023 | Special Issue | LibreCat-ID: 51741
Tech/Imaginations
C. Schulz, J. Schröter, C. Ernst, eds., Tech/Imaginations, Universi Verlag , 2023.
LibreCat
| DOI
C. Schulz, J. Schröter, C. Ernst, eds., Tech/Imaginations, Universi Verlag , 2023.
2023 | Conference Paper | LibreCat-ID: 48280
Emotional Debiasing Explanations for Decisions in HCI
C. Schütze, O. Lammert, B. Richter, K. Thommes, B. Wrede, in: Artificial Intelligence in HCI, 2023.
LibreCat
| DOI
C. Schütze, O. Lammert, B. Richter, K. Thommes, B. Wrede, in: Artificial Intelligence in HCI, 2023.
2023 | Conference Paper | LibreCat-ID: 55155
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.
LibreCat
| DOI
A. Robrecht, S. Kopp, in: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications, 2023.
2023 | Conference Paper | LibreCat-ID: 55152
A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations
A. Robrecht, M. Rothgänger, S. Kopp, in: Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, ACM, 2023.
LibreCat
| DOI
A. Robrecht, M. Rothgänger, S. Kopp, in: Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, ACM, 2023.
2023 | Conference Paper | LibreCat-ID: 55156
Exploring the Semantic Dialogue Patterns of Explanations – a Case Study of Game Explanations
J. Fisher, A. Robrecht, S. Kopp, K. Rohlfing, in: Proceedings of the 27th Workshop on the Semantics and Pragmatics of Dialogue , 2023.
LibreCat
J. Fisher, A. Robrecht, S. Kopp, K. Rohlfing, in: Proceedings of the 27th Workshop on the Semantics and Pragmatics of Dialogue , 2023.
2023 | Preprint | LibreCat-ID: 55396
Forms of Understanding of XAI-Explanations
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J. Fisher, A. Groß, I. Horwath, N. Klowait, S. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, ArXiv:2311.08760 (2023).
LibreCat
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| arXiv
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J. Fisher, A. Groß, I. Horwath, N. Klowait, S. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, ArXiv:2311.08760 (2023).
2023 | Preprint | LibreCat-ID: 55394
What you need to know about a learning robot: Identifying the enabling architecture of complex systems
H. Beierling, P. Richter, M. Brandt, L. Terfloth, C. Schulte, H. Wersing, A.-L. Vollmer, ArXiv:2311.14431 (2023).
LibreCat
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| arXiv
H. Beierling, P. Richter, M. Brandt, L. Terfloth, C. Schulte, H. Wersing, A.-L. Vollmer, ArXiv:2311.14431 (2023).
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