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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
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded ApproachCode0
Attention Please: What Transformer Models Really Learn for Process PredictionCode0
Explainability of Predictive Process Monitoring Results: Can You See My Data Issues?Code0
Achieving Group Fairness through Independence in Predictive Process MonitoringCode0
Explainability in Process Outcome Prediction: Guidelines to Obtain Interpretable and Faithful ModelsCode0
Can deep neural networks learn process model structure? An assessment framework and analysisCode0
Creating Unbiased Public Benchmark Datasets with Data Leakage Prevention for Predictive Process MonitoringCode0
Alarm-Based Prescriptive Process MonitoringCode0
Can recurrent neural networks learn process model structure?Code0
Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process MonitoringCode0
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