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Predictive Process Monitoring

A branch of predictive analysis that attempts to predict some future state of a business process.

Papers

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Showing 21–30 of 50 papers

TitleStatusHype
Trace Encoding in Process Mining: a survey and benchmarkingCode1
Can recurrent neural networks learn process model structure?Code0
Nirdizati: an Advanced Predictive Process Monitoring Toolkit—0
Learning Uncertainty with Artificial Neural Networks for Improved Predictive Process MonitoringCode0
Predictive Compliance Monitoring in Process-Aware Information Systems: State of the Art, Functionalities, Research Directions—0
Event Log Sampling for Predictive Monitoring—0
Explainability in Process Outcome Prediction: Guidelines to Obtain Interpretable and Faithful ModelsCode0
Counterfactual Explanations for Predictive Business Process Monitoring—0
Can deep neural networks learn process model structure? An assessment framework and analysisCode0
XAI in the context of Predictive Process Monitoring: Too much to RevealCode0
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