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Revealing Dengue Dynamics: A Novel Bin-Wise Gaussian Process Model for Probabilistic Forecasting

2025-10-16

Abstract excerpt

<title>Abstract</title> <p> <italic>Aedes aegypti</italic> thrives in urban settings, where socio-economic and climatic factors sustain dengue transmission. This study develops a generalizable Gaussian Process model integrating these determinants to improve incidence forecasting and intervention planning.This study analyzed dengue transmission dynamics in Barranquilla, Colombia, using a dataset from 2018–2023 a...

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Literature Corpus work
88d8e8f8-8696-5d73-a8e4-a141ad729b0b
DOI
10.21203/rs.3.rs-6970265/v2
Open publication

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Revealing Dengue Dynamics: A Novel Bin-Wise Gaussian Process Model for Probabilistic ForecastingDOI 10.21203/rs.3.rs-6970265/v2
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