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The Hybrid Forecasting Method SVR-ESAR for Covid-19 [article]

Juan Frausto-Solis, Jose Enrique Olvera Vazquez, Juan Javier Gonzalez-Barbosa, Guadalupe Castilla-Valdez, Juan Paulo Sanchez-Hernandez, Joaquin Perez-Ortega
2020 medRxiv   pre-print
This paper presents a precise and straightforward forecasting method named SVR-ESAR (Support Vector regression hybridized with the classical Exponential smoothing and ARIMA).  ...  We know that SARS-Cov2 produces the new COVID-19 disease, which is one of the most dangerous pandemics of modern times.  ...  Inspired by these ideas, we decided to design a forecasting hybrid method for the Covid-19 time series.  ... 
doi:10.1101/2020.05.20.20103200 fatcat:j4y3b4nfwnfifkmknkxl5zfbmm

Literature Review On The Application Of A Novel Cellular Automata Classifier for COVID-19 Prediction and Visualization

2020 Zenodo  
Numerous outbreak prediction models for COVID-19 are being used around the world each day to make important decisions and enforce confinement control measures.  ...  We can see for COVID-19 global pandemic prediction, that epidemiological and virologists are relying on statistical models to base their judgment and redirect their research.  ...  In a recant scientific paper conducted by " Tecnológico Nacional de Mexico" and "Universidad Politécnica del Estado de Morelos" titled "The Hybrid Forecasting Method SVR-ESAR for Covid-19 " that focused  ... 
doi:10.5281/zenodo.4096199 fatcat:z22in45o6zerxiiddmk2dsk4oe