2 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…