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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
Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles—0
Performance-Preserving Event Log Sampling for Predictive Monitoring—0
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
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