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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...
Autores principales: | Camargo, Manuel, Dumas, Marlon, González-Rojas, Oscar |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2021
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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 |
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