Influenza trend prediction method combining Baidu index and support vector regression based on an improved particle swarm optimization algorithm

Influenza trend prediction method combining Baidu index and support vector regression based on an improved particle swarm optimization algorithm

Web-based search query data have been recognized as valuable data sources for discovering new influenza epidemics. However, selecting search and query keywords and adopting prediction methods pose key challenges to improving the effectiveness of influenza prediction. In this study, web search data w...

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Bibliographic Details
Main Authors: Hongxin Xue, Lingling Zhang, Haijian Liang, Liqun Kuang, Huiyan Han, Xiaowen Yang, Lei Guo
Format: Article
Language:English
Published: AIMS Press 2023-09-01
Series:AIMS Mathematics
Subjects:
influenza
web search data
prediction model
principal component analysis
support vector regression
improved pso algorithm
Online Access:https://www.aimspress.com/article/doi/10.3934/math.20231303?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.20231303?viewType=HTML

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