Dr. Sven Weinzierl

Lehrstuhl für Digital Industrial Service Systems

Improving next process activity prediction with scarce event log data using data augmentation with large language models (2026) Käppel M, Weinzierl S, Ackermann L, Matzner M, Jablonski S Journal article Correction: From Source to Target: Leveraging Transfer Learning for Predictive Process Monitoring in Organizations (Business & Information Systems Engineering, (2025), 10.1007/s12599-025-00969-9) (2026) Weinzierl S, Zilker S, Ließmann A, Käppel M, Wang W, Matzner M Journal article, Erratum A Human-in-the-Loop Approach for Improving Fairness in Predictive Business Process Monitoring (2026) Käppel M, Neuberger J, Möhrlein F, Weinzierl S, Matzner M, Jablonski S Conference contribution Inherently interpretable machine learning: A contrasting paradigm to post-hoc explainable AI (Forthcoming) (2025) Zschech P, Weinzierl S, Kraus M Journal article, Original article A Human-In-The-Loop Approach for Improving Fairness in Predictive Business Process Monitoring (2025) Käppel M, Neuberger J, Weinzierl S, Möhrlein F, Matzner M, Jablonski S Conference contribution, Conference Contribution CareerBERT: Matching resumes to ESCO jobs in a shared embedding space for generic job recommendations (2025) Rosenberger J, Wolfrum L, Weinzierl S, Kraus M, Zschech P Journal article 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 Event Log Construction from Multimodel Data - A Reference Architecture for Exploiting Process Mining in IT Service Management (2025) Reinhard P, Ließmann A, Weinzierl S, Zilker S, Li MM, Matzner M, Leimeister JM Conference contribution, Conference Contribution 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