33 Publikationen
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2026 | Konferenzbeitrag | PUB-ID: 3017777Dr. Fumagalli F, Teal Witter R, Musco C (2026)PUB | Download (ext.)
PolySHAP: Extending KernelSHAP with Interaction-Informed Polynomial Regression.
In: The Fourteenth International Conference on Learning Representations. . -
2025 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 3011252Groß A, Richter B, Wrede B (2025)PUB | DOI | arXiv
SHIFT: An Interdisciplinary Framework for Scaffolding Human Attention and Understanding in Explanatory Tasks.
In: 2025 IEEE International Conference on Development and Learning (ICDL). IEEE: 1-8. -
2025 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 3011289
Richter B, Schütze C, Aksonova A, Leichert J, Wrede B (2025)PUB | PDF
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). -
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2024 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 3007842
Beierling H, Beierling R, Loos KS, Vollmer A-L (2024)PUB | PDF | Download (ext.)
Advancing human–robot collaboration: The impact of flexible input mechanisms.
Presented at the Robotics: Science and Systems (RSS), Delft. -
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 (2024)PUB | PDF | DOI | WoS
Towards a computational architecture for co-constructive explainable systems.
In: Proceedings of the 2024 Workshop on Explainability Engineering (ExEn '24). IEEE Computer Society: 20-25. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988165Muschalik M, Fumagalli F, Hammer B, Hüllermeier E (2024)PUB | DOI
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.
Proceedings of the AAAI Conference on Artificial Intelligence 38(13): 14388-14396. -
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2986701
Battefeld D, Mues S, Wehner T, House P, Kellinghaus C, Wellmer J, Kopp S (2024)PUB | PDF
Revealing the Dynamics of Medical Diagnostic Reasoning as Step-by-Step Cognitive Process Trajectories.
In: Proceedings of the Annual Meeting of the Cognitive Science Society, 46. . -
2024 | Konferenzbeitrag | PUB-ID: 3000176Fumagalli F, Muschalik M, Kolpaczki P, Hüllermeier E, Hammer B (2024)PUB
KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions.
In: Proceedings of the 41st International Conference on Machine Learning. Salakhutdinov R, Kolter Z, Heller K, Weller A, Oliver N, Scarlett J, Berkenkamp F (Eds); Proceedings of Machine Learning Research, 235. PMLR: 14308-14342. -
2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2994492Schütze C, Richter B, Lammert O, Thommes K, Wrede B (2024)PUB | DOI | WoS
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: Proceedings of the 12th International Conference on Human-Agent Interaction. Ahmad MI, Lohan K, Foster ME, Holthaus P, Nagai Y (Eds); New York, NY, USA: ACM: 141-149. -
2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2991394Kolpaczki P, Muschalik M, Fumagalli F, Hammer B, Hüllermeier E (2024)PUB | WoS | arXiv
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification.
In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Dasgupta S, Mandt S, Li Y (Eds); Proceedings of Machine Learning Research, 238. San Diego: PMLR: 3520-3528. -
2024 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2991240Thommes K, Lammert O, Schütze C, Richter B, Wrede B (2024)PUB | DOI | WoS
Human Emotions in AI Explanations.
In: Explainable Artificial Intelligence. Second World Conference, xAI 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part IV. Longo L, Lapuschkin S, Seifert C (Eds); Communications in Computer and Information Science, 2156. Cham: Springer Nature Switzerland: 270-293. -
2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2988799
Liedeker F, Cimiano P (2023)PUB | PDF
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 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2987580Fumagalli F, Muschalik M, Kolpaczki P, Hüllermeier E, Hammer B (2023)PUB | Download (ext.) | WoS | arXiv
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 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2980700Schütze C, Lammert O, Richter B, Thommes K, Wrede B (2023)PUB | DOI | Download (ext.) | WoS
Emotional Debiasing Explanations for Decisions in HCI.
In: 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. Degen H, Ntoa S (Eds); Lecture Notes in Computer Science, Cham: Springer Nature Switzerland: 318-336. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2981342Türk O, Calhoun S (2023)PUB | DOI | WoS | PubMed | Europe PMC
Phrasal Synchronization of Gesture With Prosody and Information Structure.
Language and Speech. -