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124 Publications
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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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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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.
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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
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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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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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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
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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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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
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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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2022 | Conference Paper | LibreCat-ID: 34067
Sengupta M, Alshomary M, Wachsmuth H. Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning. In: Proceedings of the 2022 Workshop on Figurative Language Processing. ; 2022.
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2022 | Conference Abstract | LibreCat-ID: 46289 |
Banh NC, Scharlau I, Rohlfing KJ. Folgen wiederholter Negation auf die Aufmerksamkeit. In: Bermeitinger C, Greve W, eds. 52. Kongress Der Deutschen Gesellschaft Für Psychologie. Pabst Science Publishers. ; 2022.
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2022 | Conference Paper | LibreCat-ID: 51343
Battefeld D, Kopp S. Formalizing cognitive biases in medical diagnostic reasoning. In: Proceedings of the 8th Workshop on Formal and Cognitive Reasoning. ; 2022.
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2022 | Journal Article | LibreCat-ID: 48780
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Agnostic Explanation of Model Change based on Feature Importance. KI - Künstliche Intelligenz. 2022;36(3-4):211-224. doi:10.1007/s13218-022-00766-6
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2022 | Conference Paper | LibreCat-ID: 32247
Alshomary M, Rieskamp J, Wachsmuth H. Generating Contrastive Snippets for Argument Search. In: Proceedings of the 9th International Conference on Computational Models of Argument. ; 2022:21-31. doi:http://dx.doi.org/10.3233/FAIA220138
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