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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 1–25 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
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
Counterfactual Explanations for Predictive Business Process Monitoring—0
Directly Follows Graphs Go Predictive Process Monitoring With Graph Neural Networks—0
Event Log Sampling for Predictive Monitoring—0
Explainable Artificial Intelligence for Process Mining: A General Overview and Application of a Novel Local Explanation Approach for Predictive Process Monitoring—0
Explainable Predictive Process Monitoring: A User Evaluation—0
Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles—0
Extending predictive process monitoring for collaborative processes—0
Generating Realistic Adversarial Examples for Business Processes using Variational Autoencoders—0
How do I update my model? On the resilience of Predictive Process Monitoring models to change—0
Incremental Predictive Process Monitoring: How to Deal with the Variability of Real Environments—0
Inter-case Predictive Process Monitoring: A candidate for Quantum Machine Learning?—0
Interpretable and Explainable Machine Learning Methods for Predictive Process Monitoring: A Systematic Literature Review—0
Just Tell Me: Prompt Engineering in Business Process Management—0
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing—0
Nirdizati: an Advanced Predictive Process Monitoring Toolkit—0
Performance-Preserving Event Log Sampling for Predictive Monitoring—0
Predictive Compliance Monitoring in Process-Aware Information Systems: State of the Art, Functionalities, Research Directions—0
Predictive Process Model Monitoring using Recurrent Neural Networks—0
Predictive Process Monitoring Methods: Which One Suits Me Best?—0
ProcK: Machine Learning for Knowledge-Intensive Processes—0
Self-Explaining Neural Networks for Business Process Monitoring—0
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