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11 Publications
2025 | Journal Article | LibreCat-ID: 58951
@article{Kornowicz_Thommes_2025, title={Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance}, volume={20}, DOI={10.1371/journal.pone.0318874}, number={3e0318874}, journal={PLOS ONE}, publisher={Public Library of Science (PLoS)}, author={Kornowicz, Jaroslaw and Thommes, Kirsten}, year={2025} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54911
@article{Heid_Hanselle_Fürnkranz_Hüllermeier_2024, title={Learning decision catalogues for situated decision making: The case of scoring systems}, volume={171}, DOI={10.1016/j.ijar.2024.109190}, number={109190}, journal={International Journal of Approximate Reasoning}, publisher={Elsevier BV}, author={Heid, Stefan and Hanselle, Jonas Manuel and Fürnkranz, Johannes and Hüllermeier, Eyke}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 55403 | 
@inproceedings{Booshehri_Buschmeier_Cimiano_Kopp_Kornowicz_Lammert_Matarese_Mindlin_Robrecht_Vollmer_et al._2024, title={Towards a Computational Architecture for Co-Constructive Explainable Systems}, DOI={10.1145/3648505.3648509}, booktitle={Proceedings of the 2024 Workshop on Explainability Engineering}, publisher={ACM}, author={Booshehri, Meisam and Buschmeier, Hendrik and Cimiano, Philipp and Kopp, Stefan and Kornowicz, Jaroslaw and Lammert, Olesja and Matarese, Marco and Mindlin, Dimitry and Robrecht, Amelie Sophie and Vollmer, Anna-Lisa and et al.}, year={2024}, pages={20–25} }
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2024 | Journal Article | LibreCat-ID: 57026
@article{Kornowicz_Thommes_2024, title={Algorithm, Expert, or Both? Evaluating the Role of Feature Selection Methods on User Preferences and Reliance}, DOI={10.48550/ARXIV.2408.01171}, journal={arXiv}, author={Kornowicz, Jaroslaw and Thommes, Kirsten}, year={2024} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54907
@article{Heid_Hanselle_Fürnkranz_Hüllermeier_2024, title={Learning decision catalogues for situated decision making: The case of scoring systems}, volume={171}, DOI={10.1016/j.ijar.2024.109190}, number={109190}, journal={International Journal of Approximate Reasoning}, publisher={Elsevier BV}, author={Heid, Stefan and Hanselle, Jonas Manuel and Fürnkranz, Johannes and Hüllermeier, Eyke}, year={2024} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 57461
@article{Kornowicz_2024, title={An Empirical Examination of the Evaluative AI Framework}, DOI={10.48550/ARXIV.2411.08583}, journal={arXiv}, author={Kornowicz, Jaroslaw}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 57645
@inproceedings{Heid_Kornowicz_Hanselle_Hüllermeier_Thommes_2024, title={Human-AI Co-Construction of Interpretable Predictive Models: The Case of Scoring Systems}, volume={21}, booktitle={PROCEEDINGS 34. WORKSHOP COMPUTATIONAL INTELLIGENCE}, author={Heid, Stefan and Kornowicz, Jaroslaw and Hanselle, Jonas Manuel and Hüllermeier, Eyke and Thommes, Kirsten}, year={2024}, pages={233} }
LibreCat
2023 | Conference Paper | LibreCat-ID: 48285
@inproceedings{Lebedeva_Kornowicz_Lammert_Papenkordt_2023, series={Artificial Intelligence in HCI}, title={The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks}, DOI={10.1007/978-3-031-35891-3_9}, booktitle={Artificial Intelligence in HCI}, author={Lebedeva, Anastasia and Kornowicz, Jaroslaw and Lammert, Olesja and Papenkordt, Jörg}, year={2023}, collection={Artificial Intelligence in HCI} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47953
@article{Kornowicz_Thommes_2023, title={Aggregating Human Domain Knowledge for Feature Ranking}, DOI={10.1007/978-3-031-35891-3_7}, journal={Artificial Intelligence in HCI}, publisher={Springer Nature Switzerland}, author={Kornowicz, Jaroslaw and Thommes, Kirsten}, year={2023} }
LibreCat
| DOI
2023 | Book Chapter | LibreCat-ID: 54909
@inbook{Hanselle_Fürnkranz_Hüllermeier_2023, place={Cham}, title={Probabilistic Scoring Lists for Interpretable Machine Learning}, DOI={10.1007/978-3-031-45275-8_13}, booktitle={Discovery Science}, publisher={Springer Nature Switzerland}, author={Hanselle, Jonas Manuel and Fürnkranz, Johannes and Hüllermeier, Eyke}, year={2023} }
LibreCat
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2023 | Conference Paper | LibreCat-ID: 51209
@inproceedings{Hanselle_Kornowicz_Heid_Thommes_Hüllermeier_2023, title={Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain}, booktitle={LWDA’23: Learning, Knowledge, Data, Analysis. }, author={Hanselle, Jonas Manuel and Kornowicz, Jaroslaw and Heid, Stefan and Thommes, Kirsten and Hüllermeier, Eyke}, editor={Leyer, M and Wichmann, J}, year={2023} }
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