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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 1–10 of 50 papers

TitleStatusHype
Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event PredictionCode1
Trace Encoding in Process Mining: a survey and benchmarkingCode1
Extending predictive process monitoring for collaborative processes—0
Explainable Predictive Process Monitoring: A User Evaluation—0
Cause vs. Effect in Context-Sensitive Prediction of Business Process Instances—0
Communicating Uncertainty in Machine Learning Explanations: A Visualization Analytics Approach for Predictive Process Monitoring—0
Event Log Sampling for Predictive Monitoring—0
Counterfactual Explanations for Predictive Business Process Monitoring—0
Directly Follows Graphs Go Predictive Process Monitoring With Graph Neural Networks—0
Explainable Artificial Intelligence for Process Mining: A General Overview and Application of a Novel Local Explanation Approach for Predictive Process Monitoring—0
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