7 Publications
2025 | Journal Article | LibreCat-ID: 58951
Kornowicz, J., & Thommes, K. (2025). Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance. PLOS ONE, 20(3), Article e0318874. https://doi.org/10.1371/journal.pone.0318874
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 58939
Kornowicz, J., & Thommes, K. (2025). Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance. Plos One. https://doi.org/10.1371/journal.pone.0318874
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 57645
Heid, S., Kornowicz, J., Hanselle, J. M., Hüllermeier, E., & Thommes, K. (2024). Human-AI Co-Construction of Interpretable Predictive Models: The Case of Scoring Systems. PROCEEDINGS 34. WORKSHOP COMPUTATIONAL INTELLIGENCE, 21, 233.
LibreCat
2024 | Conference Paper | LibreCat-ID: 55403 | 
Buschmeier, H., Cimiano, P., Kopp, S., Kornowicz, J., Lammert, O., Matarese, M., Mindlin, D., Robrecht, A. S., Vollmer, A.-L., Wagner, P., Wrede, B., & Booshehri, M. (2024). Towards a Computational Architecture for Co-Constructive Explainable Systems. Proceedings of the 2024 Workshop on Explainability Engineering, 20–25. https://doi.org/10.1145/3648505.3648509
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2023 | Conference Paper | LibreCat-ID: 48285
Lebedeva, A., Kornowicz, J., Lammert, O., & Papenkordt, J. (2023). The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks. Artificial Intelligence in HCI. https://doi.org/10.1007/978-3-031-35891-3_9
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47953
Kornowicz, J., & Thommes, K. (2023). Aggregating Human Domain Knowledge for Feature Ranking. Artificial Intelligence in HCI. https://doi.org/10.1007/978-3-031-35891-3_7
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51209
Hanselle, J. M., Kornowicz, J., Heid, S., Thommes, K., & Hüllermeier, E. (2023). Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain. In M. Leyer & J. Wichmann (Eds.), LWDA’23: Learning, Knowledge, Data, Analysis. .
LibreCat
| Download (ext.)
7 Publications
2025 | Journal Article | LibreCat-ID: 58951
Kornowicz, J., & Thommes, K. (2025). Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance. PLOS ONE, 20(3), Article e0318874. https://doi.org/10.1371/journal.pone.0318874
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 58939
Kornowicz, J., & Thommes, K. (2025). Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance. Plos One. https://doi.org/10.1371/journal.pone.0318874
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 57645
Heid, S., Kornowicz, J., Hanselle, J. M., Hüllermeier, E., & Thommes, K. (2024). Human-AI Co-Construction of Interpretable Predictive Models: The Case of Scoring Systems. PROCEEDINGS 34. WORKSHOP COMPUTATIONAL INTELLIGENCE, 21, 233.
LibreCat
2024 | Conference Paper | LibreCat-ID: 55403 |
Buschmeier, H., Cimiano, P., Kopp, S., Kornowicz, J., Lammert, O., Matarese, M., Mindlin, D., Robrecht, A. S., Vollmer, A.-L., Wagner, P., Wrede, B., & Booshehri, M. (2024). Towards a Computational Architecture for Co-Constructive Explainable Systems. Proceedings of the 2024 Workshop on Explainability Engineering, 20–25. https://doi.org/10.1145/3648505.3648509
LibreCat
| DOI
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 48285
Lebedeva, A., Kornowicz, J., Lammert, O., & Papenkordt, J. (2023). The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks. Artificial Intelligence in HCI. https://doi.org/10.1007/978-3-031-35891-3_9
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47953
Kornowicz, J., & Thommes, K. (2023). Aggregating Human Domain Knowledge for Feature Ranking. Artificial Intelligence in HCI. https://doi.org/10.1007/978-3-031-35891-3_7
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51209
Hanselle, J. M., Kornowicz, J., Heid, S., Thommes, K., & Hüllermeier, E. (2023). Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain. In M. Leyer & J. Wichmann (Eds.), LWDA’23: Learning, Knowledge, Data, Analysis. .
LibreCat
| Download (ext.)