Predictive business process monitoring aims to enhance process execution by providing real-time predictions about the future evolution of a process instance. In recent years, several deep learning approaches have been established as state of the art for various predictive tasks, including those...

By applying machine learning algorithms, predictive business process monitoring (PBPM) techniques provide an opportunity to counteract undesired outcomes of processes. An especially complex variation of business processes is the engineering change (EC) process. Here, failing to adhere to planned...