Time series prediction of COVID-19 transmission in America using LSTM and XGBoost algorithms
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
General Physics and Astronomy
Reference31 articles.
1. A mathematical model for the novel coronavirus epidemic in Wuhan, China;Yang;Math Biosci Eng,2020
2. A novel mathematics model of COVID-19 with fractional derivative stability and numerical analysis;Alkahtani;Chaos, Solitons Fractals,2020
3. Mathematical modeling for infectious viral disease: the COVID-19 perspective;Adekola;J Public Affairs,2020
4. Time series analysis of COVID-19 infection curve: a change-point perspective;Jiang;J Econometrics,2020
5. Prediction and analysis of COVID-19 positive cases using deep learning models: a descriptive case study of India;Arora;Chaos, Solitons Fractals,2020
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