3 papers
cs.AI2025
Optimization of Activity Batching Policies in Business Processes
Orlenys López-Pintado, Jannis Rosenbaum, Marlon Dumas
In business processes, activity batching refers to packing multiple activity instances for joint execution. Batching allows managers to trade off cost and processing effort against…
cs.LG2024
Business Process Simulation: Probabilistic Modeling of Intermittent Resource Availability and Multitasking Behavior
Orlenys López-Pintado, Marlon Dumas
In business process simulation, resource availability is typically modeled by assigning a calendar to each resource, e.g., Monday-Friday, 9:00-18:00. Resources are assumed to be al…
cs.SE2024
Discovery and Simulation of Data-Aware Business Processes
Orlenys López-Pintado, Serhii Murashko, Marlon Dumas
Simulation is a common approach to predict the effect of business process changes on quantitative performance. The starting point of Business Process Simulation (BPS) is a process…