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Discovering generative models from event logs: data-driven simulation vs deep learning

A generative model is a statistical model capable of generating new data instances from previously observed ones. In the context of business processes, a generative model creates new execution traces from a set of historical traces, also known as an event log. Two types of generative business proces...

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Detalles Bibliográficos
Autores principales: Camargo, Manuel, Dumas, Marlon, González-Rojas, Oscar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8293933/
https://www.ncbi.nlm.nih.gov/pubmed/34322588
http://dx.doi.org/10.7717/peerj-cs.577