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9 Publications
2025 | Journal Article | LibreCat-ID: 59756
Visser, R., Peters, T. M., Scharlau, I., & Hammer, B. (2025). Trust, distrust, and appropriate reliance in (X)AI: A conceptual clarification of user trust and survey of its empirical evaluation. Cognitive Systems Research, Article 101357. https://doi.org/10.1016/j.cogsys.2025.101357
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2025 | Journal Article | LibreCat-ID: 59755
Peters, T. M., & Scharlau, I. (2025). Interacting with fallible AI: Is distrust helpful when receiving AI misclassifications? Frontiers in Psychology, 16. https://doi.org/10.3389/fpsyg.2025.1574809
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2025 | Preprint | LibreCat-ID: 61159 | 
Peters, T. M., Biermeier, K., & Scharlau, I. (2025). Assessing healthy distrust in human-AI interaction: Interpreting changes in visual attention. Center for Open Science.
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2025 | Conference Paper | LibreCat-ID: 61232
Visser, R., Fumagalli, F., Hüllermeier, E., & Hammer, B. (2025). Explaining Outliers using Isolation Forest and Shapley Interactions. Proceedings of the European Symposium on Artificial Neural Networks (ESANN).
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2025 | Preprint | LibreCat-ID: 59917 |
Paaßen, B., Alpsancar, S., Matzner, T., & Scharlau, I. (2025). Healthy Distrust in AI systems. In arXiv.
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2023 | Conference Paper | LibreCat-ID: 48595
Peters, T. M., & Visser, R. W. (2023). The Importance of Distrust in AI. Communications in Computer and Information Science. https://doi.org/10.1007/978-3-031-44070-0_15
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2023 | Journal Article | LibreCat-ID: 61301
Artelt, A., Visser, R., & Hammer, B. (2023). “I do not know! but why?” — Local model-agnostic example-based explanations of reject. Neurocomputing, 558, Article 126722. https://doi.org/10.1016/j.neucom.2023.126722
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2022 | Conference Paper | LibreCat-ID: 61303
Artelt, A., Brinkrolf, J., Visser, R., & Hammer, B. (2022). Explaining Reject Options of Learning Vector Quantization Classifiers. Proceedings of the 14th International Joint Conference on Computational Intelligence. https://doi.org/10.5220/0011389600003332
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2022 | Conference Paper | LibreCat-ID: 61302
Artelt, A., Visser, R., & Hammer, B. (2022). Model Agnostic Local Explanations of Reject. ESANN 2022 Proceedings. https://doi.org/10.14428/esann/2022.es2022-34
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