Brock J, Löhr B, Brennig K, et al. A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities. In: European Conference on Information Systems. ; 2023.
LibreCat: /record/50459

Brennig K, Benkert K, Löhr B, Müller O. Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter? In: Business Process Management Workshops. ; 2023. doi:10.1007/978-3-031-50974-2_33
LibreCat: /record/50450
DOI: 10.1007/978-3-031-50974-2_33

Kucklick J-P. Visual Interpretability of Image-based Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
LibreCat: /record/27506

Kucklick J-P. Towards a model- and data-focused taxonomy of XAI systems. In: Wirtschaftsinformatik 2022 Proceedings. ; 2022.
LibreCat: /record/29539

Shollo A, Hopf K, Thiess T, Müller O. Shifting ML value creation mechanisms: A process model of ML value creation. The Journal of Strategic Information Systems. 2022;31(3). doi:10.1016/j.jsis.2022.101734
LibreCat: /record/32866
DOI: 10.1016/j.jsis.2022.101734

Kucklick J-P, Müller O. Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. ACM Transactions on Management Information Systems. Published online 2022. doi:10.1145/3567430
LibreCat: /record/35620
DOI: 10.1145/3567430

Löhr B, Brennig K, Bartelheimer C, Beverungen D, Müller O. Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing. In: International Conference on Business Process Management. ; 2022. doi:10.1007/978-3-031-16103-2_18
LibreCat: /record/36912
DOI: 10.1007/978-3-031-16103-2_18

Caron M. Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. In: 2022 IEEE International Conference on Big Data (Big Data). IEEE; 2022. doi:10.1109/bigdata55660.2022.10020933
LibreCat: /record/42631
DOI: 10.1109/bigdata55660.2022.10020933

Caron M, Bäumer FS, Müller O. Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. In: 55th Hawaii International Conference on System Sciences (HICSS). ; 2022.
LibreCat: /record/25113

Kucklick J-P, Müller O. A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal. In:  The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services. ; 2021.
LibreCat: /record/21204

Kucklick J-P, Müller J, Beverungen D, Müller O. Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach. In: European Conference on Information Systems. ; 2021.
LibreCat: /record/22514

Nagbøl PR, Müller O, Krancher O. Designing a Risk Assessment Tool for Artificial Intelligence Systems. In: The Next Wave of Sociotechnical Design. Springer International Publishing; 2021. doi:10.1007/978-3-030-82405-1_32
LibreCat: /record/32868
DOI: 10.1007/978-3-030-82405-1_32

Müller O, Caron M, Döring M, Heuwinkel T, Baumeister J. PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data. In: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021).
LibreCat: /record/24547

Caron M, Gulenko M, Müller O. To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock. In: 42nd International Conference on Information Systems (ICIS 2021). ; 2021.
LibreCat: /record/25029

Leffrang D, Müller O. Should I Follow this Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts. In: IEEE Workshop on TRust and EXpertise in Visual Analytics. ; 2021. doi:10.1109/TREX53765.2021.00009
LibreCat: /record/26812
DOI: 10.1109/TREX53765.2021.00009

Kucklick J-P, Müller O. Location, location, location: Satellite image-based real-estate  appraisal. In: Symposium on Statistical Challenges in Electronic Commerce Research (SCECR). ; 2020.
LibreCat: /record/17348
arXiv: 2006.11406

Thiess T, Müller O, Tonelli L. Design Principles for Explainable Sales Win-Propensity Prediction Systems. In: International Conference on Wirtschaftsinformatik. ; 2020. doi:https://doi.org/10.30844/wi_2020_c8-thiess
LibreCat: /record/17140
DOI: https://doi.org/10.30844/wi_2020_c8-thiess

Grytz R, Krohn-Grimberghe A, Müller O. Business Intelligence &; Analytics Cost Accounting: An Action Design Research Approach. In: European Conference on Information Systems. ; 2020.
LibreCat: /record/17095

Kucklick J-P, Kamm MR, Schneider J, vom Brocke J. Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores. In: Proceedings of the 53rd Hawaii International Conference on System Sciences. ; 2020.
LibreCat: /record/35660

Kamm MR, Kucklick J-P, Schneider J, vom Brocke J. Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1. Information Systems Management. 2020;38(4):270-286. doi:10.1080/10580530.2020.1855486
LibreCat: /record/35662
DOI: 10.1080/10580530.2020.1855486