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04/13/2023
Quantifying and Explaining Machine Learning Uncertainty in Predictive Process Monitoring: An Operations Research Perspective
This paper introduces a comprehensive, multi-stage machine learning meth...
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04/12/2023
Communicating Uncertainty in Machine Learning Explanations: A Visualization Analytics Approach for Predictive Process Monitoring
As data-driven intelligent systems advance, the need for reliable and tr...
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09/22/2020
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing
This study proposes an innovative explainable process prediction solutio...
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09/04/2020
