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Predictive Process Monitoring

A branch of predictive analysis that attempts to predict some future state of a business process.

Papers

Showing 1120 of 50 papers

TitleStatusHype
How do I update my model? On the resilience of Predictive Process Monitoring models to change0
Event Log Sampling for Predictive Monitoring0
Communicating Uncertainty in Machine Learning Explanations: A Visualization Analytics Approach for Predictive Process Monitoring0
Explainable Artificial Intelligence for Process Mining: A General Overview and Application of a Novel Local Explanation Approach for Predictive Process Monitoring0
Inter-case Predictive Process Monitoring: A candidate for Quantum Machine Learning?0
Generating Realistic Adversarial Examples for Business Processes using Variational Autoencoders0
Explainable Predictive Process Monitoring: A User Evaluation0
Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles0
Extending predictive process monitoring for collaborative processes0
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing0
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