A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities
J. Brock, B. Löhr, K. Brennig, T. Seger, C. Bartelheimer, S. von Enzberg, A. Kühn, R. Dumitrescu, in: European Conference on Information Systems, 2023.
LibreCat: /record/50459

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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