33 Publikationen
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2026 | Konferenzbeitrag | PUB-ID: 3017777Dr. Fumagalli, F., Teal Witter, R., Musco, C.: PolySHAP: Extending KernelSHAP with Interaction-Informed Polynomial Regression. The Fourteenth International Conference on Learning Representations. (2026).PUB | Download (ext.)
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2025 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 3011252Groß, A., Richter, B., Wrede, B.: SHIFT: An Interdisciplinary Framework for Scaffolding Human Attention and Understanding in Explanatory Tasks. 2025 IEEE International Conference on Development and Learning (ICDL). p. 1-8. IEEE (2025).PUB | DOI | arXiv
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2025 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 3011289
Richter, B., Schütze, C., Aksonova, A., Leichert, J., Wrede, B.: 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). CEUR Workshop Proceedings (CEUR-WS.org) (2025).PUB | PDF -
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2025 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 3011255Singh, A., Wrede, B., Richter, B., Groß, A., Rohlfing, K.J.: Manners Matter: Action History Guides Attention and Repair Choices During Interaction. 2025 IEEE International Conference on Development and Learning (ICDL). p. 1-8. IEEE (2025).PUB | DOI
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2024 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 3007842
Beierling, H., Beierling, R., Loos, K.S., Vollmer, A.-L.: Advancing human–robot collaboration: The impact of flexible input mechanisms. Presented at the Robotics: Science and Systems (RSS), Delft (2024).PUB | PDF | Download (ext.)
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2987032
Booshehri, M., Buschmeier, H., Cimiano, P., Kopp, S., Kornowicz, J., Lammert, O., Matarese, M., Mindlin, D., Robrecht, A., Vollmer, A.-L., Wagner, P., Wrede, B.: Towards a computational architecture for co-constructive explainable systems. Proceedings of the 2024 Workshop on Explainability Engineering (ExEn '24). p. 20-25. IEEE Computer Society (2024).PUB | PDF | DOI | WoS
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988165Muschalik, M., Fumagalli, F., Hammer, B., Hüllermeier, E.: Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence. 38, 14388-14396 (2024).PUB | DOI
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2986701
Battefeld, D., Mues, S., Wehner, T., House, P., Kellinghaus, C., Wellmer, J., Kopp, S.: 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. (2024).PUB | PDF
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2024 | Konferenzbeitrag | PUB-ID: 3000176Fumagalli, F., Muschalik, M., Kolpaczki, P., Hüllermeier, E., Hammer, B.: KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions. In: Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J., and Berkenkamp, F. (eds.) Proceedings of the 41st International Conference on Machine Learning. Proceedings of Machine Learning Research. 235, p. 14308-14342. PMLR (2024).PUB
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2994492Schütze, C., Richter, B., Lammert, O., Thommes, K., Wrede, B.: 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: Ahmad, M.I., Lohan, K., Foster, M.E., Holthaus, P., and Nagai, Y. (eds.) Proceedings of the 12th International Conference on Human-Agent Interaction. p. 141-149. ACM, New York, NY, USA (2024).PUB | DOI | WoS
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2991394Kolpaczki, P., Muschalik, M., Fumagalli, F., Hammer, B., Hüllermeier, E.: SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification. In: Dasgupta, S., Mandt, S., and Li, Y. (eds.) International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Proceedings of Machine Learning Research. 238, p. 3520-3528. PMLR, San Diego (2024).PUB | WoS | arXiv
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2024 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2991240Thommes, K., Lammert, O., Schütze, C., Richter, B., Wrede, B.: Human Emotions in AI Explanations. In: Longo, L., Lapuschkin, S., and Seifert, C. (eds.) Explainable Artificial Intelligence. Second World Conference, xAI 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part IV. Communications in Computer and Information Science. 2156, p. 270-293. Springer Nature Switzerland, Cham (2024).PUB | DOI | WoS
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2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2988799
Liedeker, F., Cimiano, P.: A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations. Presented at the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lissabon (2023).PUB | PDF
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2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2987580Fumagalli, F., Muschalik, M., Kolpaczki, P., Hüllermeier, E., Hammer, B.: SHAP-IQ: Unified Approximation of any-order Shapley Interactions. Advances in Neural Information Processing Systems 36 (NeurIPS 2023). Advances in Neural Information Processing Systems. (2023).PUB | Download (ext.) | WoS | arXiv
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2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2980700Schütze, C., Lammert, O., Richter, B., Thommes, K., Wrede, B.: Emotional Debiasing Explanations for Decisions in HCI. In: Degen, H. and Ntoa, S. (eds.) 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. Lecture Notes in Computer Science. p. 318-336. Springer Nature Switzerland, Cham (2023).PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2981342Türk, O., Calhoun, S.: Phrasal Synchronization of Gesture With Prosody and Information Structure. Language and Speech. (2023).PUB | DOI | WoS | PubMed | Europe PMC
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