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11 Publications
2025 | Journal Article | LibreCat-ID: 58951
Kornowicz J, Thommes K. Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance. PLOS ONE. 2025;20(3). doi:10.1371/journal.pone.0318874
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 58939
Kornowicz J, Thommes K. Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance. Plos One. Published online 2025. doi:10.1371/journal.pone.0318874
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54911
Heid S, Hanselle JM, Fürnkranz J, Hüllermeier E. Learning decision catalogues for situated decision making: The case of scoring systems. International Journal of Approximate Reasoning. 2024;171. doi:10.1016/j.ijar.2024.109190
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54907
Heid S, Hanselle JM, Fürnkranz J, Hüllermeier E. Learning decision catalogues for situated decision making: The case of scoring systems. International Journal of Approximate Reasoning. 2024;171. doi:10.1016/j.ijar.2024.109190
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 57461
Kornowicz J. An Empirical Examination of the Evaluative AI Framework. arXiv. Published online 2024. doi:10.48550/ARXIV.2411.08583
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| DOI
2024 | Conference Paper | LibreCat-ID: 57645
Heid S, Kornowicz J, Hanselle JM, Hüllermeier E, Thommes K. Human-AI Co-Construction of Interpretable Predictive Models: The Case of Scoring Systems. In: PROCEEDINGS 34. WORKSHOP COMPUTATIONAL INTELLIGENCE. Vol 21. ; 2024:233.
LibreCat
2024 | Conference Paper | LibreCat-ID: 55403 | 
Buschmeier H, Cimiano P, Kopp S, et al. Towards a Computational Architecture for Co-Constructive Explainable Systems. In: Proceedings of the 2024 Workshop on Explainability Engineering. ACM; 2024:20-25. doi:10.1145/3648505.3648509
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2023 | Conference Paper | LibreCat-ID: 48285
Lebedeva A, Kornowicz J, Lammert O, Papenkordt J. The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks. In: Artificial Intelligence in HCI. Artificial Intelligence in HCI. ; 2023. doi:10.1007/978-3-031-35891-3_9
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| DOI
2023 | Journal Article | LibreCat-ID: 47953
Kornowicz J, Thommes K. Aggregating Human Domain Knowledge for Feature Ranking. Artificial Intelligence in HCI. Published online 2023. doi:10.1007/978-3-031-35891-3_7
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| DOI
2023 | Book Chapter | LibreCat-ID: 54909
Hanselle JM, Fürnkranz J, Hüllermeier E. Probabilistic Scoring Lists for Interpretable Machine Learning. In: Discovery Science. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-45275-8_13
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| DOI
2023 | Conference Paper | LibreCat-ID: 51209
Hanselle JM, Kornowicz J, Heid S, Thommes K, Hüllermeier E. Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain. In: Leyer M, Wichmann J, eds. LWDA’23: Learning, Knowledge, Data, Analysis. . ; 2023.
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