Long-term trend prediction of pandemic combining the compartmental and deep learning models
Author:
Funder
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Link
https://www.nature.com/articles/s41598-024-72005-x.pdf
Reference31 articles.
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2. Masum, M., Masud, M., Adnan, M. I., Shahriar, H. & Kim, S. Comparative study of a mathematical epidemic model, statistical modeling, and deep learning for covid-19 forecasting and management. Socioecon. Plann. Sci. 80, 101249 (2022).
3. Watson, G. L. et al. Pandemic velocity: Forecasting covid-19 in the us with a machine learning & bayesian time series compartmental model. PLoS Comput. Biol. 17, e1008837 (2021).
4. Wang, Z. & Cai, B. Covid-19 cases prediction in multiple areas via shapelet learning. Appl. Intell. 52, 595–606 (2022).
5. Chen, Z., Ma, M., Li, T., Wang, H. & Li, C. Long sequence time-series forecasting with deep learning: A survey. Inf. Fusion 97, 101819 (2023).
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