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cs.SE2025
XABPs: Towards eXplainable Autonomous Business Processes
Peter Fettke, Fabiana Fournier, Lior Limonad +3
Autonomous business processes (ABPs), i.e., self-executing workflows leveraging AI/ML, have the potential to improve operational efficiency, reduce errors, lower costs, improve res…
cs.LG2025
Beyond Yes or No: Predictive Compliance Monitoring Approaches for Quantifying the Magnitude of Compliance Violations
Qian Chen, Stefanie Rinderle-Ma, Lijie Wen
Most existing process compliance monitoring approaches detect compliance violations in an ex post manner. Only predicate prediction focuses on predicting them. However, predicate p…