Time series clustering to improve dengue cases forecasting with deep learning

JV Bogado, DH Stalder, CE Schaerer… - 2021 XLVII Latin …, 2021 - ieeexplore.ieee.org
Dengue fever represents a public health problem and accurate forecasts can help
governments take the best preventive actions. As the volume of data provided continuously …

SIR-SI model with a Gaussian transmission rate: Understanding the dynamics of dengue outbreaks in Lima, Peru

MC Ramírez-Soto, JVB Machuca, DH Stalder… - Plos one, 2023 - journals.plos.org
Introduction Dengue is transmitted by the Aedes aegypti mosquito as a vector, and a recent
outbreak was reported in several districts of Lima, Peru. We conducted a modeling study to …

Cluster-based LSTM models to improve Dengue cases forecast

JVB Machuca, DHS Díaz, CES Serra - CLEI Electronic Journal, 2023 - clei.org
Public health problems such as dengue fever need accurate forecasts so governments can
take effective preventive measures. Deep learning (DL) and machine learning have become …

Modelling and control of Mendelian and maternal inheritance for biological control of dengue vectors

PEP Estigarribia, PA Bliman… - 2021 European Control …, 2021 - ieeexplore.ieee.org
Mosquitoes are vectors of viral diseases with epidemic potential in many regions of the
world, and in absence of vaccines or therapies, their control is the main alternative …

[PDF][PDF] Infrared Photoelectric Sensor Network Applied to Remote Arthropod Insects' Surveillance.

F Gaona, E Quiñonez, A Jara, A Manabe, N Silva… - …, 2022 - researchgate.net
This work presents a monitoring system trap to detect the presence of arthropod insects in a
remote surveillance zone. Detections are made using sensor traps that are installed in …

Modelling and control of Mendelian and maternal inheritance for biological control of dengue vectors

PE Pérez Estigarribia, PA Bliman, CE Schaerer Serra - 2021 - repositorio.conacyt.gov.py
Mosquitoes are vectors of viral diseases with epidemic potential in many regions of the
world, and in absence of vaccines or therapies, their control is the main alternative …