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Variational-LSTM autoencoder to forecast the spread of coronavirus across the globe

Modelling the spread of coronavirus globally while learning trends at global and country levels remains crucial for tackling the pandemic. We introduce a novel variational-LSTM Autoencoder model to predict the spread of coronavirus for each country across the globe. This deep Spatio-temporal model d...

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Detalles Bibliográficos
Publicado en:PLoS One
Main Authors: Ibrahim, Mohamed R., Haworth, James, Lipani, Aldo, Aslam, Nilufer, Cheng, Tao, Christie, Nicola
Formato: Artigo
Idioma:Inglês
Publicado: Public Library of Science 2021
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7842932/
https://ncbi.nlm.nih.gov/pubmed/33507932
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0246120
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