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Simulation-assisted machine learning

MOTIVATION: In a predictive modeling setting, if sufficient details of the system behavior are known, one can build and use a simulation for making predictions. When sufficient system details are not known, one typically turns to machine learning, which builds a black-box model of the system using a...

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Detalles Bibliográficos
Autores principales: Deist, Timo M, Patti, Andrew, Wang, Zhaoqi, Krane, David, Sorenson, Taylor, Craft, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6792064/
https://www.ncbi.nlm.nih.gov/pubmed/30903692
http://dx.doi.org/10.1093/bioinformatics/btz199