Stumpe M, Dieter P, Schryen G, Müller O, Beverungen D. Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study. Transportation Research Part A: Policy and Practice. Published online 2024.

Kucklick J-P. HIEF: a holistic interpretability and explainability framework. Journal of Decision Systems. Published online 2023:1-41. doi:10.1080/12460125.2023.2207268

Beverungen D, Kundisch D, Mirbabaie M, et al. Digital Responsibility – a Multilevel Framework for Responsible Digitalization. Business &; Information Systems Engineering. 2023;65(4):463-474. doi:https://doi.org/10.1007/s12599-023-00822-x

Leffrang D, Bösch K, Müller O. Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time. In: Hawaii International Conference on System Sciences. ; 2023.

Leffrang D. AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. In: International Conference on Information Systems. ; 2023.

Leffrang D. The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. In: Wirtschaftsinformatik Conference. ; 2023.

Halimeh H, Freese F, Müller O. Event Recommendations through the Lens of Vision and Language Foundation Models. In: Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems. ; 2023.

Halimeh H, Caron M, Müller O. Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. In: Hawaii International Conference on System Sciences. ; 2023.

Reimann R, Caron M. Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. In: Wirtschaftsinformatik. ; 2023.

Brennig K, Müller O. More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency. In: Hawaii International Conference on System Sciences. ; 2023.

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.

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

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

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

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

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

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

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

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.

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.

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.

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

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).

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.

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

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.

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

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

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.

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

Caron M, Müller O. Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility. In: 2020 IEEE International Conference on Big Data (Big Data). ; 2020:4383-4391. doi:10.1109/BigData50022.2020.9378134

Sommerauer P, Müller O, Maxim L, Østman N. The Effect of Marker-less Augmented Reality on Task and Learning Performance. In: International Conference on Wirtschaftsinformatik. ; 2019.

Suomi R, Müller O, vom Brocke J. Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital. Journal of Information Technology Theory and Application. 2018;19(4):3.

Thiess T, Müller O. Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry. In: European Conference on Information Systems. ; 2018.

Sommerauer P, Müller O. Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations. In: European Conference on Information Systems. ; 2018.

Bösch K, Müller O, Schneider J. Emotional contagion through online newspapers. In: European Conference on Information Systems. ; 2018.

Fay M, Müller O, vom Brocke J. Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance. In: European Conference on Information Systems. ; 2016.

Schmiedel T, Müller O, Debortoli S, vom Brocke J. Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis. In: European Conference on Information Systems. ; 2016.

Gorbacheva E, Stein A, Schmiedel T, Müller O. A gender perspective on business process management competences offered on professional online social networks. In: European Conference on Information Systems. ; 2015. doi:10.18151/7217329

vom Brocke J, Müller O, Debortoli S, Reuter N. Potenzialbeurteilung neuer Technologien im Prozesscontrolling. Controlling. 2015;26(2):83-89. doi:10.15358/0935-0381_2014_2_83

Korotina A, Müller O, Debortoli S. Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process. In: International Conference on Wirtschaftsinformatik. ; 2015:1710-1724.

Kohlborn T, Müller O, Poeppelbuss J, Roeglinger M. Interview with Michael Rosemann on ambidextrous business process management. Business Process Management Journal. 2014:634-638. doi:10.1108/bpmj-02-2014-0012

Raffl C, Lucke J, Müller O, Zimmermann H-D, Vom Brocke J. Handbuch für offene gesellschaftliche Innovation. In: TOGI-Schriftenreihe. Vol 11. ePubli GmbH; 2014.

Herbst A, Simons A, vom Brocke J, Müller O, Debortoli S, Vakulenko S. Identifying and characterizing topics in enterprise content management: a latent semantic analysis of vendor case studies. In: European Conference on Information Systems. ; 2014.

Reuter N, Vakulenko S, vom Brocke J, Debortoli S, Müller O. Identifying the role of information systems in achieving energy-related environmental sustainability using text mining. In: European Conference on Information Systems. ; 2014.

vom Brocke J, Debortoli S, Müller O, Reuter N. How In-memory Technology Can Create Business Value: Insights from the Hilti Case. Communications of the Association for Information Systems. 2014;34(1):7. doi:10.17705/1cais.03407

Vakulenko S, Müller O, Brocke J vom. Enriching iTunes App Store categories via topic modeling. In: International Conference on Information Systems. ; 2014.

von Lucke J, Herzberg J, Kluge U, vom Brocke J, Müller O, Zimmermann H-D. Open Societal Innovation: The Alemannic Definition. SSRN Electronic Journal. 2012. doi:10.2139/ssrn.2195435

Janiesch C, Fischer R, Matzner M, Müller O. Business activity management for service networks in cloud environments. In: Workshop on Middleware for Service Oriented Computing. ; 2012:1-6. doi:10.1145/2093185.2093187

Janiesch C, Matzner M, Müller O, Vollmer R, Becker J. Slipstream: architecture options for real-time process analytics. In: Proceedings of the ACM Symposium on Applied Computing. ; 2011:295-300. doi:10.1145/1982185.1982252