Business process simulation is a versatile technique to estimate the performance of a
process under multiple scenarios. This, in turn, allows analysts to compare alternative …

Business process simulation marks an essential technique for analyzing business
processes and for reasoning about process improvement. With first contributions dating back …

Process mining is a tool to extract non-trivial and useful information from process execution
logs. These so-called event logs (also called audit trails, or transaction logs) are the starting …

Predictive business process monitoring (PBPM) techniques predict future process behaviour
based on historical event log data to improve operational business processes. Concerning …

Business process management (BPM) is a well-established discipline comprising a set of
principles, methods, techniques, and tools to continuously improve the performance of …

Simulation is widely used as a tool for analyzing business processes but is mostly focused
on examining abstract steady-state situations. Such analyses are helpful for the initial design …

Business process simulation is a well-known approach to estimate the impact of changes to
a process with respect to time and cost measures–a practice known as what-if process …

Although simulation is typically considered as relevant and highly applicable, the use of
simulation is limited in reality. Many organizations have tried to use simulation to analyze …

Abstract A Process-Aware Information System (PAIS) is a software system that manages and
executes operational processes involving people, applications, and/or information sources …

Recent research in Computer Science has investigated the use of Deep Learning (DL)
techniques to complement outcomes or decisions within a Discrete Event Simulation (DES) …