@articleStumpe_Dieter_Schryen_Müller_Beverungen_2024, title=Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study, journal=Transportation Research Part A: Policy and Practice, author=Stumpe, Miriam and Dieter, Peter and Schryen, Guido and Müller, Oliver and Beverungen, Daniel, year=2024 

@articleKucklick_2023, title=HIEF: a holistic interpretability and explainability framework, DOI=10.1080/12460125.2023.2207268, journal=Journal of Decision Systems, publisher=Taylor &; Francis, author=Kucklick, Jan-Peter, year=2023, pages=1–41 

@articleBeverungen_Kundisch_Mirbabaie_Müller_Schryen_Trang_Trier_2023, title=Digital Responsibility – a Multilevel Framework for Responsible Digitalization, volume=65, DOI=https://doi.org/10.1007/s12599-023-00822-x, number=4, journal=Business &; Information Systems Engineering, author=Beverungen, Daniel and Kundisch, Dennis and Mirbabaie, Milad and Müller, Oliver and Schryen, Guido and Trang, Simon Thanh-Nam and Trier, Matthias, year=2023, pages=463–474 

@inproceedingsLeffrang_Bösch_Müller_2023, title=Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time, booktitle=Hawaii International Conference on System Sciences, author=Leffrang, Dirk and Bösch, Kevin and Müller, Oliver, year=2023 

@inproceedingsLeffrang_2023, title=AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization, number=10, booktitle=International Conference on Information Systems, author=Leffrang, Dirk, year=2023 

@inproceedingsLeffrang_2023, title=The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization, number=19, booktitle=Wirtschaftsinformatik Conference, author=Leffrang, Dirk, year=2023 

@inproceedingsHalimeh_Freese_Müller_2023, title=Event Recommendations through the Lens of Vision and Language Foundation Models, booktitle=Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems, author=Halimeh, Haya and Freese, Florian and Müller, Oliver, year=2023 

@inproceedingsHalimeh_Caron_Müller_2023, title=Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features, booktitle=Hawaii International Conference on System Sciences, author=Halimeh, Haya and Caron, Matthew and Müller, Oliver, year=2023 

@inproceedingsReimann_Caron_2023, title=Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach, booktitle=Wirtschaftsinformatik, author=Reimann, Raphael and Caron, Matthew, year=2023 

@inproceedingsBrennig_Müller_2023, title=More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency, booktitle=Hawaii International Conference on System Sciences, author=Brennig, Katharina and Müller, Oliver, year=2023 

@inproceedingsBrock_Löhr_Brennig_Seger_Bartelheimer_von Enzberg_Kühn_Dumitrescu_2023, title=A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities, booktitle=European Conference on Information Systems, author=Brock, Jonathan and Löhr, Bernd and Brennig, Katharina and Seger, Thilo and Bartelheimer, Christian and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman, year=2023 

@inbookBrennig_Benkert_Löhr_Müller_2023, title=Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?, DOI=10.1007/978-3-031-50974-2_33, booktitle=Business Process Management Workshops, author=Brennig, Katharina and Benkert, Kay and Löhr, Bernd and Müller, Oliver, year=2023 

@inproceedingsKucklick_2022, title=Visual Interpretability of Image-based Real Estate Appraisal, booktitle=55th Annual Hawaii International Conference on System Sciences (HICSS-55), author=Kucklick, Jan-Peter, year=2022 

@inproceedingsKucklick_2022, title=Towards a model- and data-focused taxonomy of XAI systems, booktitle=Wirtschaftsinformatik 2022 Proceedings, author=Kucklick, Jan-Peter, year=2022 

@articleShollo_Hopf_Thiess_Müller_2022, title=Shifting ML value creation mechanisms: A process model of ML value creation, volume=31, DOI=10.1016/j.jsis.2022.101734, number=3101734, journal=The Journal of Strategic Information Systems, publisher=Elsevier BV, author=Shollo, Arisa and Hopf, Konstantin and Thiess, Tiemo and Müller, Oliver, year=2022 

@articleKucklick_Müller_2022, title=Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal, DOI=10.1145/3567430, journal=ACM Transactions on Management Information Systems, publisher=Association for Computing Machinery (ACM), author=Kucklick, Jan-Peter and Müller, Oliver, year=2022 

@inproceedingsLöhr_Brennig_Bartelheimer_Beverungen_Müller_2022, title=Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing, DOI=10.1007/978-3-031-16103-2_18, booktitle=International Conference on Business Process Management, author=Löhr, Bernd and Brennig, Katharina and Bartelheimer, Christian and Beverungen, Daniel and Müller, Oliver, year=2022 

@inproceedingsCaron_2022, title=Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift, DOI=10.1109/bigdata55660.2022.10020933, booktitle=2022 IEEE International Conference on Big Data (Big Data), publisher=IEEE, author=Caron, Matthew, year=2022 

@inproceedingsCaron_Bäumer_Müller_2022, title=Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models, booktitle=55th Hawaii International Conference on System Sciences (HICSS), author=Caron, Matthew and Bäumer, Frederik S. and Müller, Oliver, year=2022 

@inproceedingsKucklick_Müller_2021, title=A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal, booktitle= The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, author=Kucklick, Jan-Peter and Müller, Oliver, year=2021