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9 Publications
2025 | Journal Article | LibreCat-ID: 59756
@article{Visser_Peters_Scharlau_Hammer_2025, title={Trust, distrust, and appropriate reliance in (X)AI: A conceptual clarification of user trust and survey of its empirical evaluation}, DOI={10.1016/j.cogsys.2025.101357}, number={101357}, journal={Cognitive Systems Research}, publisher={Elsevier BV}, author={Visser, Roel and Peters, Tobias Martin and Scharlau, Ingrid and Hammer, Barbara}, year={2025} }
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2025 | Journal Article | LibreCat-ID: 59755
@article{Peters_Scharlau_2025, title={Interacting with fallible AI: Is distrust helpful when receiving AI misclassifications?}, volume={16}, DOI={10.3389/fpsyg.2025.1574809}, journal={Frontiers in Psychology}, author={Peters, Tobias Martin and Scharlau, Ingrid}, year={2025} }
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2025 | Preprint | LibreCat-ID: 61159 | 
@article{Peters_Biermeier_Scharlau_2025, title={Assessing healthy distrust in human-AI interaction: Interpreting changes in visual attention.}, publisher={Center for Open Science}, author={Peters, Tobias Martin and Biermeier, Kai and Scharlau, Ingrid}, year={2025} }
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2025 | Conference Paper | LibreCat-ID: 61232
@inproceedings{Visser_Fumagalli_Hüllermeier_Hammer_2025, title={Explaining Outliers using Isolation Forest and Shapley Interactions}, booktitle={Proceedings of the European Symposium on Artificial Neural Networks (ESANN)}, author={Visser, Roel and Fumagalli, Fabian and Hüllermeier, Eyke and Hammer, Barbara}, year={2025} }
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2025 | Preprint | LibreCat-ID: 59917 |
@article{Paaßen_Alpsancar_Matzner_Scharlau_2025, title={Healthy Distrust in AI systems}, journal={arXiv}, author={Paaßen, Benjamin and Alpsancar, Suzana and Matzner, Tobias and Scharlau, Ingrid}, year={2025} }
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2023 | Conference Paper | LibreCat-ID: 48595
@inproceedings{Peters_Visser_2023, place={Cham}, title={The Importance of Distrust in AI}, DOI={10.1007/978-3-031-44070-0_15}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Peters, Tobias Martin and Visser, Roel W.}, year={2023} }
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2023 | Journal Article | LibreCat-ID: 61301
@article{Artelt_Visser_Hammer_2023, title={“I do not know! but why?” — Local model-agnostic example-based explanations of reject}, volume={558}, DOI={10.1016/j.neucom.2023.126722}, number={126722}, journal={Neurocomputing}, publisher={Elsevier BV}, author={Artelt, André and Visser, Roelof and Hammer, Barbara}, year={2023} }
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2022 | Conference Paper | LibreCat-ID: 61303
@inproceedings{Artelt_Brinkrolf_Visser_Hammer_2022, title={Explaining Reject Options of Learning Vector Quantization Classifiers}, DOI={10.5220/0011389600003332}, booktitle={Proceedings of the 14th International Joint Conference on Computational Intelligence}, publisher={SCITEPRESS - Science and Technology Publications}, author={Artelt, André and Brinkrolf, Johannes and Visser, Roel and Hammer, Barbara}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 61302
@inproceedings{Artelt_Visser_Hammer_2022, title={Model Agnostic Local Explanations of Reject}, DOI={10.14428/esann/2022.es2022-34}, booktitle={ESANN 2022 proceedings}, publisher={Ciaco - i6doc.com}, author={Artelt, André and Visser, Roel and Hammer, Barbara}, year={2022} }
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