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9 Publications
2025 | Journal Article | LibreCat-ID: 59756
Visser R, Peters TM, Scharlau I, Hammer B. Trust, distrust, and appropriate reliance in (X)AI: A conceptual clarification of user trust and survey of its empirical evaluation. Cognitive Systems Research. Published online 2025. doi:10.1016/j.cogsys.2025.101357
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2025 | Journal Article | LibreCat-ID: 59755
Peters TM, Scharlau I. Interacting with fallible AI: Is distrust helpful when receiving AI misclassifications? Frontiers in Psychology. 2025;16. doi:10.3389/fpsyg.2025.1574809
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2025 | Preprint | LibreCat-ID: 61159 | 
Peters TM, Biermeier K, Scharlau I. Assessing healthy distrust in human-AI interaction: Interpreting changes in visual attention. Published online 2025.
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2025 | Conference Paper | LibreCat-ID: 61232
Visser R, Fumagalli F, Hüllermeier E, Hammer B. Explaining Outliers using Isolation Forest and Shapley Interactions. In: Proceedings of the European Symposium on Artificial Neural Networks (ESANN). ; 2025.
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2025 | Preprint | LibreCat-ID: 59917 |
Paaßen B, Alpsancar S, Matzner T, Scharlau I. Healthy Distrust in AI systems. arXiv. Published online 2025.
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2023 | Conference Paper | LibreCat-ID: 48595
Peters TM, Visser RW. The Importance of Distrust in AI. In: Communications in Computer and Information Science. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-44070-0_15
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2023 | Journal Article | LibreCat-ID: 61301
Artelt A, Visser R, Hammer B. “I do not know! but why?” — Local model-agnostic example-based explanations of reject. Neurocomputing. 2023;558. doi:10.1016/j.neucom.2023.126722
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2022 | Conference Paper | LibreCat-ID: 61303
Artelt A, Brinkrolf J, Visser R, Hammer B. Explaining Reject Options of Learning Vector Quantization Classifiers. In: Proceedings of the 14th International Joint Conference on Computational Intelligence. SCITEPRESS - Science and Technology Publications; 2022. doi:10.5220/0011389600003332
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2022 | Conference Paper | LibreCat-ID: 61302
Artelt A, Visser R, Hammer B. Model Agnostic Local Explanations of Reject. In: ESANN 2022 Proceedings. Ciaco - i6doc.com; 2022. doi:10.14428/esann/2022.es2022-34
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