A Novel Matrix Profile-Guided Attention LSTM Model for Forecasting COVID-19 Cases in USA

Background: The outbreak of the novel coronavirus disease 2019 (COVID-19) has been raging around the world for more than 1 year. Analysis of previous COVID-19 data is useful to explore its epidemic patterns. Utilizing data mining and machine learning methods for COVID-19 forecasting might provide a...

Full description

Bibliographic Details
Main Authors: Qian Liu, Daryl L. X. Fung, Leann Lac, Pingzhao Hu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Public Health
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2021.741030/full