Time series analysis and prediction of the trends of COVID-19 epidemic in Singapore based on machine learning

The COVID-19 pandemic has posed a significant threat to global health, with ongoing rises in new cases and deaths in Singapore, profoundly affecting public health, social activities, and the economy. This study compares the performance of LSTM, GRU, and a composite prediction model (LSTM-GRU) using...

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Bibliographic Details
Main Authors: Wenbin Yang, Xin Chang
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Computer Methods and Programs in Biomedicine Update
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S266699002500014X
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