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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
Interpretable and Explainable Machine Learning Methods for Predictive Process Monitoring: A Systematic Literature Review0
Knowledge-Driven Modulation of Neural Networks with Attention Mechanism for Next Activity PredictionCode0
Enhancing the Accuracy of Predictors of Activity Sequences of Business ProcessesCode0
Measuring the Stability of Process Outcome Predictions in Online SettingsCode0
Inter-case Predictive Process Monitoring: A candidate for Quantum Machine Learning?0
Just Tell Me: Prompt Engineering in Business Process Management0
Quantifying and Explaining Machine Learning Uncertainty in Predictive Process Monitoring: An Operations Research Perspective0
Communicating Uncertainty in Machine Learning Explanations: A Visualization Analytics Approach for Predictive Process Monitoring0
Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles0
Performance-Preserving Event Log Sampling for Predictive Monitoring0
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