Lehrstuhl für Digital Industrial Service Systems

Information Systems Reading Club – Reading List 2024 (2025) Bellin P, Schlömer N, Schulte-Althoff M, Brechtelsbauer B, Kilgus T, Bloch A, Nowak A, et al. Other publication type A technology-specific process mining maturity grid for manufacturing and logistics (2025) Dunzer S, Zilker S, Weinzierl S, Tang W, Dieckmann F, Stenglein S, Rist J, Matzner M Journal article, Original article Adaptive AI-based causal control: Toward an autonomous factory in solder paste printing (2025) Herchenbach M, Weinzierl S, Zilker S, Schwulera E, Matzner M Journal article, Original article From source to target: Leveraging transfer learning for predictive process monitoring in organizations (2025) Weinzierl S, Zilker S, Ließmann A, Käppel M, Wang W, Matzner M Journal article, Original article Challenging the performance-interpretability trade-off: An evaluation of interpretable machine learning models (2025) Kruschel S, Hambauer N, Weinzierl S, Zilker S, Kraus M, Zschech P Journal article, Original article Machine learning in business process management: A systematic literature review (2024) Weinzierl S, Zilker S, Dunzer S, Matzner M Journal article, Review article Conceptualizing Business Process Violations (2024) Dunzer S, Ließmann A, Stierle M, Matzner M Conference contribution, other 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