33 Publikationen
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2026 | Konferenzbeitrag | PUB-ID: 3017777PUB | Download (ext.)Dr. Fumagalli, F., Teal Witter, R. & Musco, C. (2026). PolySHAP: Extending KernelSHAP with Interaction-Informed Polynomial Regression. The Fourteenth International Conference on Learning Representations.
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2025 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 3011252PUB | DOI | arXivGroß, A., Richter, B. & Wrede, B. (2025). SHIFT: An Interdisciplinary Framework for Scaffolding Human Attention and Understanding in Explanatory Tasks. 2025 IEEE International Conference on Development and Learning (ICDL) (S. 1-8). Gehalten auf der 2025 IEEE International Conference on Development and Learning (ICDL), IEEE. doi:10.1109/ICDL63968.2025.11204415.
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2025 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 3011289
PUB | PDFRichter, B., Schütze, C., Aksonova, A., Leichert, J. & Wrede, B. (2025). Influence of prior and task-generated emotions on XAI explanation retention and understanding. Proceedings of the Second Multimodal, Affective and Interactive eXplainable AI Workshop (MAI-XAI 2025). Gehalten auf der 28th European Conference on Artificial Intelligence, CEUR Workshop Proceedings (CEUR-WS.org). -
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2025 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 3011255PUB | DOISingh, A., Wrede, B., Richter, B., Groß, A. & Rohlfing, K.J. (2025). Manners Matter: Action History Guides Attention and Repair Choices During Interaction. 2025 IEEE International Conference on Development and Learning (ICDL) (S. 1-8). Gehalten auf der 2025 IEEE International Conference on Development and Learning (ICDL), IEEE. doi:10.1109/ICDL63968.2025.11204385.
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2024 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 3007842
PUB | PDF | Download (ext.)Beierling, H., Beierling, R., Loos, K.S. & Vollmer, A.-L. (2024). Advancing human–robot collaboration: The impact of flexible input mechanisms. Gehalten auf der Robotics: Science and Systems (RSS).
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2987032
PUB | PDF | DOI | WoSBooshehri, M., Buschmeier, H., Cimiano, P., Kopp, S., Kornowicz, J., Lammert, O., Matarese, M., Mindlin, D., Robrecht, A., Vollmer, A.-L., Wagner, P. & Wrede, B. (2024). Towards a computational architecture for co-constructive explainable systems. Proceedings of the 2024 Workshop on Explainability Engineering (ExEn '24) (S. 20-25). Gehalten auf der 2024 Workshop on Explainability Engineering (ExEn '24), IEEE Computer Society. doi:10.1145/3648505.3648509.
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988165PUB | DOIMuschalik, M., Fumagalli, F., Hammer, B. & Hüllermeier, E. (2024). Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence, 38(13), 14388-14396. Association for the Advancement of Artificial Intelligence (AAAI). doi:10.1609/aaai.v38i13.29352.
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987033
PUB | PDF | DOI | WoSKlowait, N., Erofeeva, M., Lenke, M., Horwath, I. & Buschmeier, H. (2024). Can AI explain AI? Interactive co-construction of explanations among human and artificial agents. Discourse & Communication, 18(6), 917-930. Sage. doi:10.1177/17504813241267069.
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2986701
PUB | PDFBattefeld, D., Mues, S., Wehner, T., House, P., Kellinghaus, C., Wellmer, J. & Kopp, S. (2024). Revealing the Dynamics of Medical Diagnostic Reasoning as Step-by-Step Cognitive Process Trajectories. Proceedings of the Annual Meeting of the Cognitive Science Society, 46. Gehalten auf der The Annual Meeting of the Cognitive Science Society.
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2024 | Konferenzbeitrag | PUB-ID: 3000176PUBFumagalli, F., Muschalik, M., Kolpaczki, P., Hüllermeier, E. & Hammer, B. (2024). KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions (Proceedings of Machine Learning Research). In R. Salakhutdinov, Z. Kolter, K. Heller, A. Weller, N. Oliver, J. Scarlett & F. Berkenkamp (Hrsg.), Proceedings of the 41st International Conference on Machine Learning (S. 14308-14342). PMLR.
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2994492PUB | DOI | WoSSchütze, C., Richter, B., Lammert, O., Thommes, K. & Wrede, B. (2024). Static Socio-demographic and Individual Factors for Generating Explanations in XAI: Can they serve as a prior in DSS for adaptation of explanation strategies? In M.I. Ahmad, K. Lohan, M.E. Foster, P. Holthaus & Y. Nagai (Hrsg.), Proceedings of the 12th International Conference on Human-Agent Interaction (S. 141-149). Gehalten auf der HAI '24: International Conference on Human-Agent Interaction, New York, NY, USA: ACM. doi:10.1145/3687272.3688300.
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2991394PUB | WoS | arXivKolpaczki, P., Muschalik, M., Fumagalli, F., Hammer, B. & Hüllermeier, E. (2024). SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification (Proceedings of Machine Learning Research). In S. Dasgupta, S. Mandt & Y. Li (Hrsg.), International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain (S. 3520-3528). Gehalten auf der International Conference on Artificial Intelligence and Statistics, San Diego: PMLR.
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2024 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2991240PUB | DOI | WoSThommes, K., Lammert, O., Schütze, C., Richter, B. & Wrede, B. (2024). Human Emotions in AI Explanations (Communications in Computer and Information Science). In L. Longo, S. Lapuschkin & C. Seifert (Hrsg.), Explainable Artificial Intelligence. Second World Conference, xAI 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part IV (S. 270-293). Gehalten auf der The 2nd World Conference on eXplainable Artificial Intelligence, Cham: Springer Nature Switzerland. doi:10.1007/978-3-031-63803-9_15.
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2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2988799
PUB | PDFLiedeker, F. & Cimiano, P. (2023). A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations. Gehalten auf der xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023).
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2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2987580PUB | Download (ext.) | WoS | arXivFumagalli, F., Muschalik, M., Kolpaczki, P., Hüllermeier, E. & Hammer, B. (2023). SHAP-IQ: Unified Approximation of any-order Shapley Interactions (Advances in Neural Information Processing Systems). Advances in Neural Information Processing Systems 36 (NeurIPS 2023). Gehalten auf der 37th Conference on Neural Information Processing Systems (NeurIPS).
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2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2980700PUB | DOI | Download (ext.) | WoSSchütze, C., Lammert, O., Richter, B., Thommes, K. & Wrede, B. (2023). Emotional Debiasing Explanations for Decisions in HCI (Lecture Notes in Computer Science). In H. Degen & S. Ntoa (Hrsg.), Artificial Intelligence in HCI. 4th International Conference, AI-HCI 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23–28, 2023, Proceedings, Part I (S. 318-336). Cham: Springer Nature Switzerland. doi:10.1007/978-3-031-35891-3_20.
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2981342PUB | DOI | WoS | PubMed | Europe PMCTürk, O. & Calhoun, S. (2023). Phrasal Synchronization of Gesture With Prosody and Information Structure. Language and Speech. SAGE Publications. doi:10.1177/00238309231185308.
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2983727PUB | DOI | WoSFumagalli, F., Muschalik, M., Hüllermeier, E. & Hammer, B. (2023). Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning . Springer. doi:10.1007/s10994-023-06385-y.