8 citations · 10 across the 6 of their papers we have counts for
6 papers
Remaining Time Prediction in Outbound Warehouse Processes: A Case Study (Short Paper)
Erik Penther, Michael Grohs, Jana-Rebecca Rehse
Predictive process monitoring is a sub-domain of process mining which aims to forecast the future of ongoing process executions. One common prediction target is the remaining time,…
A Task Taxonomy for Conformance Checking
Jana-Rebecca Rehse, Michael Grohs, Finn Klessascheck +3
Conformance checking is a sub-discipline of process mining, which compares observed process traces with a process model to analyze whether the process execution conforms with or de…
A Procedural Framework for Assessing the Desirability of Process Deviations
Michael Grohs, Nadine Cordes, Jana-Rebecca Rehse
Conformance checking techniques help process analysts to identify where and how process executions deviate from a process model. However, they cannot determine the desirability of…
Detecting Undesired Process Behavior by Means of Retrieval Augmented Generation
Michael Grohs, Adrian Rebmann, Jana-Rebecca Rehse
Conformance checking techniques detect undesired process behavior by comparing process executions that are recorded in event logs to desired behavior that is captured in a dedicate…
Large Language Models can accomplish Business Process Management Tasks
Michael Grohs, Luka Abb, Nourhan Elsayed +1
Business Process Management (BPM) aims to improve organizational activities and their outcomes by managing the underlying processes. To achieve this, it is often necessary to consi…
Process Mining Meets Visual Analytics: The Case of Conformance Checking
Jana-Rebecca Rehse, Luise Pufahl, Michael Grohs +1
Conformance checking is a major function of process mining, which allows organizations to identify and alleviate potential deviations from the intended process behavior. To fully l…