Dr. Sven Weinzierl

Lehrstuhl für Digital Industrial Service Systems

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 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 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 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