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11 Publications
2025 | Journal Article | LibreCat-ID: 58951
J. Kornowicz and K. Thommes, “Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance,” PLOS ONE, vol. 20, no. 3, Art. no. e0318874, 2025, doi: 10.1371/journal.pone.0318874.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54911
S. Heid, J. M. Hanselle, J. Fürnkranz, and E. Hüllermeier, “Learning decision catalogues for situated decision making: The case of scoring systems,” International Journal of Approximate Reasoning, vol. 171, Art. no. 109190, 2024, doi: 10.1016/j.ijar.2024.109190.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 55403 | 
M. Booshehri et al., “Towards a Computational Architecture for Co-Constructive Explainable Systems,” in Proceedings of the 2024 Workshop on Explainability Engineering, Lisbon, Portugal, 2024, pp. 20–25, doi: 10.1145/3648505.3648509.
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2024 | Journal Article | LibreCat-ID: 57026
J. Kornowicz and K. Thommes, “Algorithm, Expert, or Both? Evaluating the Role of Feature Selection Methods on User Preferences and Reliance,” arXiv, 2024, doi: 10.48550/ARXIV.2408.01171.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54907
S. Heid, J. M. Hanselle, J. Fürnkranz, and E. Hüllermeier, “Learning decision catalogues for situated decision making: The case of scoring systems,” International Journal of Approximate Reasoning, vol. 171, Art. no. 109190, 2024, doi: 10.1016/j.ijar.2024.109190.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 57461
J. Kornowicz, “An Empirical Examination of the Evaluative AI Framework,” arXiv, 2024, doi: 10.48550/ARXIV.2411.08583.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 57645
S. Heid, J. Kornowicz, J. M. Hanselle, E. Hüllermeier, and K. Thommes, “Human-AI Co-Construction of Interpretable Predictive Models: The Case of Scoring Systems,” in PROCEEDINGS 34. WORKSHOP COMPUTATIONAL INTELLIGENCE, 2024, vol. 21, p. 233.
LibreCat
2023 | Conference Paper | LibreCat-ID: 48285
A. Lebedeva, J. Kornowicz, O. Lammert, and J. Papenkordt, “The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks,” 2023, doi: 10.1007/978-3-031-35891-3_9.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47953
J. Kornowicz and K. Thommes, “Aggregating Human Domain Knowledge for Feature Ranking,” Artificial Intelligence in HCI, 2023, doi: 10.1007/978-3-031-35891-3_7.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51209
J. M. Hanselle, J. Kornowicz, S. Heid, K. Thommes, and E. Hüllermeier, “Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain,” in LWDA’23: Learning, Knowledge, Data, Analysis. , 2023.
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