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109 Publications
2023 | Conference Paper | LibreCat-ID: 51367
A. Robrecht and S. Kopp, “SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation,” in Proceedings of the 15th International Conference on Agents and Artificial Intelligence, Lisbon, 2023, pp. 48–58, doi: 10.5220/0011671300003393.
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| DOI
2023 | Conference Paper | LibreCat-ID: 55156
J. B. Fisher, A. Robrecht, S. Kopp, and K. J. Rohlfing, “Exploring the Semantic Dialogue Patterns of Explanations – a Case Study of Game Explanations,” presented at the Semdial, Maribor, 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 50262
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,” Machine Learning, vol. 112, no. 12, pp. 4863–4903, 2023, doi: 10.1007/s10994-023-06385-y.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 58723
M. Alshomary and H. Wachsmuth, “Conclusion-based Counter-Argument Generation,” in Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023, pp. 957–967, doi: 10.18653/v1/2023.eacl-main.67.
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2023 | Conference Paper | LibreCat-ID: 47448 | 
L. Terfloth, M. Schaffer, H. M. Buhl, and C. Schulte, “Adding Why to What? Analyses of an Everyday Explanation,” presented at the 1st World Conference on eXplainable Artificial Intelligence (xAI 2023), Lisboa, 2023, doi: 10.1007/978-3-031-44070-0_13.
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2023 | Conference Paper | LibreCat-ID: 55909 |
Y. Wang and H. Buschmeier, “Does listener gaze in face-to-face interaction follow the Entropy Rate Constancy principle: An empirical study,” in Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, 2023, pp. 15372–15379.
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2023 | Conference Paper | LibreCat-ID: 48778
M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, and E. Huellermeier, “iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios,” 2023, doi: 10.1007/978-3-031-44064-9_11.
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2023 | Book Chapter | LibreCat-ID: 48776
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams,” in Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD), Springer Nature Switzerland, 2023.
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| DOI
2023 | Conference Paper | LibreCat-ID: 48775
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “On Feature Removal for Explainability in Dynamic Environments,” presented at the ESANN 2023 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium) and online, 2023, doi: 10.14428/ESANN/2023.ES2023-148.
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| DOI
2023 | Conference Paper | LibreCat-ID: 52230
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “SHAP-IQ: Unified Approximation of any-order Shapley Interactions,” in Advances in Neural Information Processing Systems (NeurIPS), 2023, vol. 36, pp. 11515--11551.
LibreCat
2023 | Journal Article | LibreCat-ID: 61301
A. Artelt, R. Visser, and B. Hammer, “‘I do not know! but why?’ — Local model-agnostic example-based explanations of reject,” Neurocomputing, vol. 558, Art. no. 126722, 2023, doi: 10.1016/j.neucom.2023.126722.
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2022 | Conference Paper | LibreCat-ID: 33696 |
J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, and R. Haeb-Umbach, “Technically enabled explaining of voice characteristics,” Bielefeld, 2022.
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2022 | Journal Article | LibreCat-ID: 51348
U. Schmid and B. Wrede, “What is Missing in XAI So Far?,” KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 303–315, 2022, doi: 10.1007/s13218-022-00786-2.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51366
U. Schmid and B. Wrede, “Explainable AI,” KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 207–210, 2022, doi: 10.1007/s13218-022-00788-0.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51365
B. Wrede, “AI: Back to the Roots?,” KI - Künstliche Intelligenz, vol. 36, no. 2, pp. 117–120, 2022, doi: 10.1007/s13218-022-00773-7.
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| DOI
2022 | Journal Article | LibreCat-ID: 51344
K. Rohlfing, A.-L. Vollmer, J. Fritsch, and B. Wrede, “Which ‘motionese’ parameters change with children’s age? Disentangling attention-getting from action-structuring modifications,” Frontiers in Communication, vol. 7, 2022, doi: 10.3389/fcomm.2022.922405.
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| DOI
2022 | Conference Paper | LibreCat-ID: 51346
A. Groß, C. Schütze, B. Wrede, and B. Richter, “An Architecture Supporting Configurable Autonomous Multimodal Joint-Attention-Therapy for Various Robotic Systems,” in INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2022, pp. 154–159, doi: 10.1145/3536220.3558070.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 51347
C. Schütze, A. Groß, B. Wrede, and B. Richter, “Enabling Non-Technical Domain Experts to Create Robot-Assisted Therapeutic Scenarios via Visual Programming,” in INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2022, pp. 166–170, doi: 10.1145/3536220.3558072.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 55337
H. Wachsmuth and M. Alshomary, “‘Mama Always Had a Way of Explaining Things So I Could Understand’: A Dialogue Corpus for Learning to Construct Explanations,” in Proceedings of the 29th International Conference on Computational Linguistics, 2022, pp. 344–354.
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