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…