Lehrstuhl für Digital Industrial Service Systems

Towards Leveraging Process Mining for Sustainability – An Analysis of Challenges and Potential Solutions (2024) Joas A, Gierlich-Joas M, Bahr C, Bauer J Conference contribution Recent Advances in Data-Driven Business Process Management (2024) Ackermann L, Käppel M, Marcus L, Moder L, Dunzer S, Hornsteiner M, Ließmann A, et al. Other publication type A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis (2024) Zilker S, Weinzierl S, Kraus M, Zschech P, Matzner M Journal article, Original article Attention Please: What Transformer Models Really Learn for Process Prediction (2024) Käppel M, Ackermann L, Jablonski S, Härtl S Conference contribution, Conference Contribution Predictions in Predictive Process Monitoring with Previously Unseen Categorical Values (2024) Roider J, Wang W, Zanca D, Matzner M, Eskofier B Conference contribution, Conference Contribution Why Even Participate? Actor Engagement in Automotive Data Ecosystems (2024) Bellin P Conference contribution, Conference Contribution Process Analytics Workbench (PAW) (2024) Wang W, Amann E, Matzner M, Delfmann P Conference contribution Exploring Users’ Moral Reasoning Processes and their Impact on the Continued Use of Algorithmic Systems (2024) Horneber D, Tang W, Meier F, Matzner M Conference contribution, Conference Contribution How risky is my AI system? A method for transparent classification of AI system descriptions by regulated AI risk categories (2024) Weinzierl S, Zilker S, Zschech P, Kraus M, Leibelt T, Matzner M Conference contribution, Conference Contribution Data-Driven Business Models (2024) Homner N, Bellin P, Fielt E, Matzner M Book chapter / Article in edited volumes