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06/07/2023
Timing Process Interventions with Causal Inference and Reinforcement Learning
The shift from the understanding and prediction of processes to their op...
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06/13/2022
Learning Uncertainty with Artificial Neural Networks for Improved Predictive Process Monitoring
The inability of artificial neural networks to assess the uncertainty of...
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07/05/2021
Creating Unbiased Public Benchmark Datasets with Data Leakage Prevention for Predictive Process Monitoring
Advances in AI, and especially machine learning, are increasingly drawin...
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05/12/2021
Learning Uncertainty with Artificial Neural Networks for Improved Remaining Time Prediction of Business Processes
Artificial neural networks will always make a prediction, even when comp...
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04/14/2021