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Found 7 papers, 3 papers with code
An Explainable Decision Support System for Predictive Process Analytics
However, process stakeholders need to be provided with an explanation of the reasons why a given process execution is predicted to behave in a certain way.
Object-centric Process Predictive Analytics
The results are compared with a naive approach that overlooks the object interactions, thus illustrating the benefits of their use on the prediction quality.
Explainable Predictive Process Monitoring
Predictive Business Process Monitoring is becoming an essential aid for organizations, providing online operational support of their processes.
Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring
Predictive process monitoring is a family of techniques to analyze events produced during the execution of a business process in order to predict the future state or the final outcome of running process instances.
From Low-Level Events to Activities -- A Session-Based Approach (Extended Version)
A large body of research exists on event abstraction but typically a large amount of domain knowledge is required to be fed in, which is often not readily available.
Alarm-Based Prescriptive Process Monitoring
Predictive process monitoring is concerned with the analysis of events produced during the execution of a process in order to predict the future state of ongoing cases thereof.
Time and Activity Sequence Prediction of Business Process Instances
However, in real cases this assumption is not always true.
