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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 31–40 of 50 papers

TitleStatusHype
Alarm-Based Prescriptive Process MonitoringCode0
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoringCode0
Creating Unbiased Public Benchmark Datasets with Data Leakage Prevention for Predictive Process MonitoringCode0
Knowledge-Driven Modulation of Neural Networks with Attention Mechanism for Next Activity PredictionCode0
Enhancing the Accuracy of Predictors of Activity Sequences of Business ProcessesCode0
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded ApproachCode0
Learning Uncertainty with Artificial Neural Networks for Improved Remaining Time Prediction of Business ProcessesCode0
Explainability of Predictive Process Monitoring Results: Can You See My Data Issues?Code0
Learning Uncertainty with Artificial Neural Networks for Improved Predictive Process MonitoringCode0
Explainability in Process Outcome Prediction: Guidelines to Obtain Interpretable and Faithful ModelsCode0
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