2024
DOI: 10.1101/2024.03.27.24304945
|View full text |Cite
Preprint
|
Sign up to set email alerts
|

An adaptive weight ensemble approach to forecast influenza activity in the context of irregular seasonality

Tim K. Tsang,
Qiurui Du,
Benjamin J. Cowling
et al.

Abstract: Forecasting of influenza activity in tropical and subtropical regions such as Hong Kong is challenging due to irregular seasonality with high variability in the onset of influenza epidemics, and potential summer activity. To overcome this challenge, we develop a diverse set of statistical, machine learning and deep learning approaches to forecast influenza activity in Hong Kong 0-to 8- week ahead, leveraging a unique multi-year surveillance record spanning 34 winter and summer epidemics from 1998-2019. We deve… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Publication Types

Select...

Relationship

0
0

Authors

Journals

citations
Cited by 0 publications
references
References 49 publications
0
0
0
Order By: Relevance

No citations

Set email alert for when this publication receives citations?