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Marlon Dumas

3 papers hereh-index 444 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • cs.SE1
same name
  • Marlon Dumas — 5 papers, h 5
  • Marlon Dumas — 1 paper
  • Marlon Dumas — 1 paper, h 5
  • Marlon Dumas — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedBusiness Process Simulation: Probabilistic Modeling of Intermittent Resource Availability and Multitasking Behavior

8 citations · 9 across the 2 of their papers we have counts for

collaborators

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★ 8 cited

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★ 1 cited

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.