158 citations · 196 across the 3 of their papers we have counts for
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cs.AI2021★ 37 cited
Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning
Manuel Camargo, Marlon Dumas, Oscar González-Rojas
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 an…
cs.AI2020★ 1 cited
Discovering Generative Models from Event Logs: Data-driven Simulation vs Deep Learning
Manuel Camargo, Marlon Dumas, Oscar Gonzalez-Rojas
A generative model is a statistical model that is able to generate new data instances from previously observed ones. In the context of business processes, a generative model create…