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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 11–20 of 50 papers

TitleStatusHype
Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process MonitoringCode0
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoringCode0
Interpretable and Explainable Machine Learning Methods for Predictive Process Monitoring: A Systematic Literature Review—0
Knowledge-Driven Modulation of Neural Networks with Attention Mechanism for Next Activity PredictionCode0
Enhancing the Accuracy of Predictors of Activity Sequences of Business ProcessesCode0
Measuring the Stability of Process Outcome Predictions in Online SettingsCode0
Inter-case Predictive Process Monitoring: A candidate for Quantum Machine Learning?—0
Just Tell Me: Prompt Engineering in Business Process Management—0
Quantifying and Explaining Machine Learning Uncertainty in Predictive Process Monitoring: An Operations Research Perspective—0
Communicating Uncertainty in Machine Learning Explanations: A Visualization Analytics Approach for Predictive Process Monitoring—0
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