Lehrstuhl für Digital Industrial Service Systems


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Types of publications

Journal article
Book chapter / Article in edited volumes
Authored book
Translation
Thesis
Edited Volume
Conference contribution
Other publication type
Unpublished / Preprint

Publication year

From
To

Abstract

Journal

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 (Forthcoming) (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 How to Design an Engaging Online Crowdsourcing Contest in Organizations? Lessons from a German Sportswear Company (2025) Tang W, Zilker S, Al Ghadban M, Morschheuser B, Matzner M Conference contribution FairLoop: Software Support for Human-Centric Fairness in Predictive Business Process Monitoring (2025) Möhrlein F, Käppel M, Neuberger J, Weinzierl S, Ackermann L, Matzner M, Jablonski S Conference contribution, Conference Contribution 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 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 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