33 Publikationen
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2026 | Konferenzbeitrag | PUB-ID: 3017777Dr. Fumagalli, Fabian, Teal Witter, R., and Musco, Christopher. “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, André, Richter, Birte, and Wrede, Britta. “SHIFT: An Interdisciplinary Framework for Scaffolding Human Attention and Understanding in Explanatory Tasks”. 2025 IEEE International Conference on Development and Learning (ICDL). IEEE, 2025. 1-8.PUB | DOI | arXiv
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2025 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 3011289
Richter, Birte, Schütze, Christian, Aksonova, Anna, Leichert, Julian, and Wrede, Britta. “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, Amit, Wrede, Britta, Richter, Birte, Groß, André, and Rohlfing, Katharina J. “Manners Matter: Action History Guides Attention and Repair Choices During Interaction”. 2025 IEEE International Conference on Development and Learning (ICDL). IEEE, 2025. 1-8.PUB | DOI
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2024 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 3007842
Beierling, Helen, Beierling, Robin, Loos, Kira Sophie, and Vollmer, Anna-Lisa. “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, Meisam, Buschmeier, Hendrik, Cimiano, Philipp, Kopp, Stefan, Kornowicz, Jaroslaw, Lammert, Olesja, Matarese, Marco, Mindlin, Dimitry, Robrecht, Amelie, Vollmer, Anna-Lisa, Wagner, Petra, and Wrede, Britta. “Towards a computational architecture for co-constructive explainable systems”. Proceedings of the 2024 Workshop on Explainability Engineering (ExEn '24). IEEE Computer Society, 2024. 20-25.PUB | PDF | DOI | WoS
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988165Muschalik, Maximilian, Fumagalli, Fabian, Hammer, Barbara, and Hüllermeier, Eyke. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles”. Proceedings of the AAAI Conference on Artificial Intelligence 38.13 (2024): 14388-14396.PUB | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987033
Klowait, Nils, Erofeeva, Maria, Lenke, Michael, Horwath, Ilona, and Buschmeier, Hendrik. “Can AI explain AI? Interactive co-construction of explanations among human and artificial agents”. Discourse & Communication 18.6 (2024): 917-930.PUB | PDF | DOI | WoS
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2986701
Battefeld, Dominik, Mues, Sigrid, Wehner, Tim, House, Patrick, Kellinghaus, Christoph, Wellmer, Jörg, and Kopp, Stefan. “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, Fabian, Muschalik, Maximilian, Kolpaczki, Patrick, Hüllermeier, Eyke, and Hammer, Barbara. “KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions”. Proceedings of the 41st International Conference on Machine Learning. Ed. Ruslan Salakhutdinov, Zico Kolter, Katherine Heller, Adrian Weller, Nuria Oliver, Jonathan Scarlett, and Felix Berkenkamp. PMLR, 2024.Vol. 235. Proceedings of Machine Learning Research. 14308-14342.PUB
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2994492Schütze, Christian, Richter, Birte, Lammert, Olesja, Thommes, Kirsten, and Wrede, Britta. “Static Socio-demographic and Individual Factors for Generating Explanations in XAI: Can they serve as a prior in DSS for adaptation of explanation strategies?”. Proceedings of the 12th International Conference on Human-Agent Interaction. Ed. Muneeb Imtiaz Ahmad, Katrin Lohan, Mary Ellen Foster, Patrick Holthaus, and Yukie Nagai. New York, NY, USA: ACM, 2024. 141-149.PUB | DOI | WoS
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2991394Kolpaczki, Patrick, Muschalik, Maximilian, Fumagalli, Fabian, Hammer, Barbara, and Hüllermeier, Eyke. “SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification”. International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Ed. Sanjoy Dasgupta, Stephan Mandt, and Yingzhen Li. San Diego: PMLR, 2024.Vol. 238. Proceedings of Machine Learning Research. 3520-3528.PUB | WoS | arXiv
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2024 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2991240Thommes, Kirsten, Lammert, Olesja, Schütze, Christian, Richter, Birte, and Wrede, Britta. “Human Emotions in AI Explanations”. Explainable Artificial Intelligence. Second World Conference, xAI 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part IV. Ed. Luca Longo, Sebastian Lapuschkin, and Christin Seifert. Cham: Springer Nature Switzerland, 2024.Vol. 2156. Communications in Computer and Information Science. 270-293.PUB | DOI | WoS
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2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2988799
Liedeker, Felix, and Cimiano, Philipp. “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, Fabian, Muschalik, Maximilian, Kolpaczki, Patrick, Hüllermeier, Eyke, and Hammer, Barbara. “SHAP-IQ: Unified Approximation of any-order Shapley Interactions”. Advances in Neural Information Processing Systems 36 (NeurIPS 2023). 2023. Advances in Neural Information Processing Systems.PUB | Download (ext.) | WoS | arXiv
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2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2980700Schütze, Christian, Lammert, Olesja, Richter, Birte, Thommes, Kirsten, and Wrede, Britta. “Emotional Debiasing Explanations for Decisions in HCI”. 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. Ed. Helmut Degen and Stavroula Ntoa. Cham: Springer Nature Switzerland, 2023. Lecture Notes in Computer Science. 318-336.PUB | DOI | Download (ext.) | WoS
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2981342Türk, Olcay, and Calhoun, Sasha. “Phrasal Synchronization of Gesture With Prosody and Information Structure”. Language and Speech (2023).PUB | DOI | WoS | PubMed | Europe PMC
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