172 citations · 370 across the 39 of their papers we have counts for
4 papers · 1 filter
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…
Sustainability Through Cognition Aware Safety Systems -- Next Level Human-Machine-Interaction
Juergen Mangler, Konrad Diwol, Dieter Etz +7
Industrial Safety deals with the physical integrity of humans, machines and the environment when they interact during production scenarios. Industrial Safety is subject to a rigoro…
Comparing decision mining approaches with regard to the meaningfulness of their results
Beate Scheibel, Stefanie Rinderle-Ma
Decisions and the underlying rules are indispensable for driving process execution during runtime, i.e., for routing process instances at alternative branches based on the values o…
Generating Reliable Process Event Streams and Time Series Data based on Neural Networks
Tobias Herbert, Juergen Mangler, Stefanie Rinderle-Ma
Domains such as manufacturing and medicine crave for continuous monitoring and analysis of their processes, especially in combination with time series as produced by sensors. Time…