Stumpe, M., Dieter, P., Schryen, G., Müller, O., &; Beverungen, D. (2024). Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study. Transportation Research Part A: Policy and Practice.
LibreCat: /record/53130

Kucklick, J.-P. (2023). HIEF: a holistic interpretability and explainability framework. Journal of Decision Systems, 1–41.https://doi.org/10.1080/12460125.2023.2207268 
LibreCat: /record/45299
DOI: 10.1080/12460125.2023.2207268

Beverungen, D., Kundisch, D., Mirbabaie, M., Müller, O., Schryen, G., Trang, S. T.-N., &; Trier, M. (2023). Digital Responsibility – a Multilevel Framework for Responsible Digitalization. Business &; Information Systems Engineering, 65(4), 463–474.https://doi.org/10.1007/s12599-023-00822-x 
LibreCat: /record/45112
DOI: https://doi.org/10.1007/s12599-023-00822-x

Leffrang, D., Bösch, K., &; Müller, O. (2023). Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time. Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.
LibreCat: /record/37312

Leffrang, D. (2023). AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. International Conference on Information Systems, 10.
LibreCat: /record/50121

Leffrang, D. (2023). The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. Wirtschaftsinformatik Conference, 19.
LibreCat: /record/50118

Halimeh, H., Freese, F., &; Müller, O. (2023). Event Recommendations through the Lens of Vision and Language Foundation Models. Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems. Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems.
LibreCat: /record/50431

Halimeh, H., Caron, M., &; Müller, O. (2023). Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.
LibreCat: /record/45270

Reimann, R., &; Caron, M. (2023). Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. Wirtschaftsinformatik. Wirtschaftsinformatik, Paderborn, Germany.
LibreCat: /record/50437

Brennig, K., &; Müller, O. (2023). More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency. Hawaii International Conference on System Sciences.  56th Hawaii International Conference on System Sciences, Lhain.
LibreCat: /record/37058

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

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

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

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

Shollo, A., Hopf, K., Thiess, T., &; Müller, O. (2022). Shifting ML value creation mechanisms: A process model of ML value creation. The Journal of Strategic Information Systems, 31(3), Article 101734.https://doi.org/10.1016/j.jsis.2022.101734 
LibreCat: /record/32866
DOI: 10.1016/j.jsis.2022.101734

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

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

Caron, M. (2022). 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). 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan.https://doi.org/10.1109/bigdata55660.2022.10020933 
LibreCat: /record/42631
DOI: 10.1109/bigdata55660.2022.10020933

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

Kucklick, J.-P., &; Müller, O. (2021). 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.
LibreCat: /record/21204