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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Bibliographic Details
Published in:PLoS One
Main Authors: Ibrahim, Mohamed R., Haworth, James, Lipani, Aldo, Aslam, Nilufer, Cheng, Tao, Christie, Nicola
Format: Artigo
Language:Inglês
Published: Public Library of Science 2021
Subjects:
Research Article
Online Access: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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