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109 Publications
2023 | Conference Paper | LibreCat-ID: 51367
Robrecht A, Kopp S. SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation. In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence. SCITEPRESS - Science and Technology Publications; 2023:48-58. doi:10.5220/0011671300003393
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 55156
Fisher JB, Robrecht A, Kopp S, Rohlfing KJ. Exploring the Semantic Dialogue Patterns of Explanations – a Case Study of Game Explanations. In: Proceedings of the 27th Workshop on the Semantics and Pragmatics of Dialogue . ; 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 50262
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. 2023;112(12):4863-4903. doi:10.1007/s10994-023-06385-y
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 58723
Alshomary M, Wachsmuth H. Conclusion-based Counter-Argument Generation. In: Vlachos A, Augenstein I, eds. Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics; 2023:957–967. doi:10.18653/v1/2023.eacl-main.67
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2023 | Conference Paper | LibreCat-ID: 47448 | 
Terfloth L, Schaffer M, Buhl HM, Schulte C. Adding Why to What? Analyses of an Everyday Explanation. In: Springer, Cham; 2023. doi:10.1007/978-3-031-44070-0_13
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2023 | Conference Paper | LibreCat-ID: 55909 |
Wang Y, Buschmeier H. 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. ; 2023:15372–15379.
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2023 | Conference Paper | LibreCat-ID: 48778
Muschalik M, Fumagalli F, Jagtani R, Hammer B, Huellermeier E. iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios. In: Proceedings of the World Conference on Explainable Artificial Intelligence (XAI). ; 2023. doi:10.1007/978-3-031-44064-9_11
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| DOI
2023 | Book Chapter | LibreCat-ID: 48776
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. 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. doi:10.1007/978-3-031-43418-1_26
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| DOI
2023 | Conference Paper | LibreCat-ID: 48775
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. On Feature Removal for Explainability in Dynamic Environments. In: Proceedings of the European Symposium on Artificial Neural Networks (ESANN). ; 2023. doi:10.14428/ESANN/2023.ES2023-148
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2023 | Conference Paper | LibreCat-ID: 52230
Fumagalli F, Muschalik M, Kolpaczki P, Hüllermeier E, Hammer B. SHAP-IQ: Unified Approximation of any-order Shapley Interactions. In: Advances in Neural Information Processing Systems (NeurIPS). Vol 36. ; 2023:11515--11551.
LibreCat
2023 | Journal Article | LibreCat-ID: 61301
Artelt A, Visser R, Hammer B. “I do not know! but why?” — Local model-agnostic example-based explanations of reject. Neurocomputing. 2023;558. doi:10.1016/j.neucom.2023.126722
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2022 | Conference Paper | LibreCat-ID: 33696 |
Wiechmann J, Glarner T, Rautenberg F, Wagner P, Haeb-Umbach R. Technically enabled explaining of voice characteristics. In: 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P). ; 2022.
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2022 | Journal Article | LibreCat-ID: 51348
Schmid U, Wrede B. What is Missing in XAI So Far? KI - Künstliche Intelligenz. 2022;36(3-4):303-315. doi:10.1007/s13218-022-00786-2
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51366
Schmid U, Wrede B. Explainable AI. KI - Künstliche Intelligenz. 2022;36(3-4):207-210. doi:10.1007/s13218-022-00788-0
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| DOI
2022 | Journal Article | LibreCat-ID: 51365
Wrede B. AI: Back to the Roots? KI - Künstliche Intelligenz. 2022;36(2):117-120. doi:10.1007/s13218-022-00773-7
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| DOI
2022 | Journal Article | LibreCat-ID: 51344
Rohlfing K, Vollmer A-L, Fritsch J, Wrede B. Which “motionese” parameters change with children’s age? Disentangling attention-getting from action-structuring modifications. Frontiers in Communication. 2022;7. doi:10.3389/fcomm.2022.922405
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 51346
Groß A, Schütze C, Wrede B, Richter B. An Architecture Supporting Configurable Autonomous Multimodal Joint-Attention-Therapy for Various Robotic Systems. In: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION. ACM; 2022:154-159. doi:10.1145/3536220.3558070
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| DOI
2022 | Conference Paper | LibreCat-ID: 51347
Schütze C, Groß A, Wrede B, Richter B. Enabling Non-Technical Domain Experts to Create Robot-Assisted Therapeutic Scenarios via Visual Programming. In: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION. ACM; 2022:166-170. doi:10.1145/3536220.3558072
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 55337
Wachsmuth H, Alshomary M. “Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct Explanations. In: Calzolari N, Huang C-R, Kim H, et al., eds. Proceedings of the 29th International Conference on Computational Linguistics. International Committee on Computational Linguistics; 2022:344–354.
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