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cs.LG2025
Working My Way Back to You: Resource-Centric Next-Activity Prediction
Kelly Kurowski, Xixi Lu, Hajo A Reijers
Predictive Process Monitoring (PPM) aims to train models that forecast upcoming events in process executions. These predictions support early bottleneck detection, improved schedul…
cs.LG2024
HOEG: A New Approach for Object-Centric Predictive Process Monitoring
Tim K. Smit, Hajo A. Reijers, Xixi Lu
Predictive Process Monitoring focuses on predicting future states of ongoing process executions, such as forecasting the remaining time. Recent developments in Object-Centric Proce…
cs.LG2023
Measuring the Stability of Process Outcome Predictions in Online Settings
Suhwan Lee, Marco Comuzzi, Xixi Lu +1
Predictive Process Monitoring aims to forecast the future progress of process instances using historical event data. As predictive process monitoring is increasingly applied in onl…