3 papers
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.IR2025
From Chaos to Automation: Enabling the Use of Unstructured Data for Robotic Process Automation
Kelly Kurowski, Xixi Lu, Hajo A. Reijers
The growing volume of unstructured data within organizations poses significant challenges for data analysis and process automation. Unstructured data, which lacks a predefined form…
cs.AI2025
The Role of Explanation Styles and Perceived Accuracy on Decision Making in Predictive Process Monitoring
Soobin Chae, Suhwan Lee, Hanna Hauptmann +2
Predictive Process Monitoring (PPM) often uses deep learning models to predict the future behavior of ongoing processes, such as predicting process outcomes. While these models ach…