Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
58 Publications
2023 | Conference Paper | LibreCat-ID: 50459
Brock, Jonathan, et al. “A Process Mining Maturity Model: Enabling Organizations to Assess and Improve Their Process Mining Activities.” European Conference on Information Systems, 2023.
LibreCat
2023 | Book Chapter | LibreCat-ID: 50450
Brennig, Katharina, et al. “Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?” Business Process Management Workshops, 2023, doi:10.1007/978-3-031-50974-2_33.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 27506 | 
Kucklick, Jan-Peter. “Visual Interpretability of Image-Based Real Estate Appraisal.” 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
LibreCat
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 29539 |
Kucklick, Jan-Peter. “Towards a Model- and Data-Focused Taxonomy of XAI Systems.” Wirtschaftsinformatik 2022 Proceedings, 2022.
LibreCat
| Download (ext.)
2022 | Journal Article | LibreCat-ID: 32866
Shollo, Arisa, et al. “Shifting ML Value Creation Mechanisms: A Process Model of ML Value Creation.” The Journal of Strategic Information Systems, vol. 31, no. 3, 101734, Elsevier BV, 2022, doi:10.1016/j.jsis.2022.101734.
LibreCat
| Files available
| DOI
2022 | Journal Article | LibreCat-ID: 35620
Kucklick, Jan-Peter, and Oliver Müller. “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-Based Real Estate Appraisal.” ACM Transactions on Management Information Systems, Association for Computing Machinery (ACM), 2022, doi:10.1145/3567430.
LibreCat
| DOI
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 36912
Löhr, Bernd, et al. “Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing.” International Conference on Business Process Management, 2022, doi:10.1007/978-3-031-16103-2_18.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 42631
Caron, Matthew. “Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift.” 2022 IEEE International Conference on Big Data (Big Data), IEEE, 2022, doi:10.1109/bigdata55660.2022.10020933.
LibreCat
| DOI
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 25113
Caron, Matthew, et al. “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.” 55th Hawaii International Conference on System Sciences (HICSS), 2022.
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 21204 |
Kucklick, Jan-Peter, and Oliver Müller. “A Comparison of Multi-View Learning Strategies for Satellite Image-Based Real Estate Appraisal.” The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
LibreCat
| Download (ext.)