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. In: 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. In: 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 B, Schütze C, Aksonova A, Leichert J, Wrede B. Influence of prior and task-generated emotions on XAI explanation retention and understanding. In: 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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2024 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 3007842
Beierling H, Beierling R, Loos KS, Vollmer A-L. Advancing human–robot collaboration: The impact of flexible input mechanisms. Presented at the Robotics: Science and Systems (RSS), Delft.PUB | PDF | Download (ext.)
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2987032
Booshehri M, Buschmeier H, Cimiano P, et al. Towards a computational architecture for co-constructive explainable systems. In: 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 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. 2024;38(13):14388-14396.PUB | DOI
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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, et al., eds. Proceedings of the 41st International Conference on Machine Learning. Proceedings of Machine Learning Research. Vol 235. PMLR; 2024: 14308-14342.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 MI, Lohan K, Foster ME, Holthaus P, Nagai Y, eds. Proceedings of the 12th International Conference on Human-Agent Interaction. New York, NY, USA: ACM; 2024: 141-149.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, Li Y, eds. International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Proceedings of Machine Learning Research. Vol 238. San Diego: PMLR; 2024: 3520-3528.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, 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. Vol 2156. Cham: Springer Nature Switzerland; 2024: 270-293.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.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. In: 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, 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. Cham: Springer Nature Switzerland; 2023: 318-336.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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