Cargando…
Optimization of convolutional neural network hyperparameters for automatic classification of adult mosquitoes
The economic and social impacts due to diseases transmitted by mosquitoes in the latest years have been significant. Currently, no specific treatment or commercial vaccine exists for the control and prevention of arboviruses, thereby making entomological characterization fundamental in combating dis...
Autores principales: | Motta, Daniel, Santos, Alex Álisson Bandeira, Machado, Bruna Aparecida Souza, Ribeiro-Filho, Otavio Gonçalvez Vicente, Camargo, Luis Octavio Arriaga, Valdenegro-Toro, Matias Alejandro, Kirchner, Frank, Badaró, Roberto |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7360088/ https://www.ncbi.nlm.nih.gov/pubmed/32663230 http://dx.doi.org/10.1371/journal.pone.0234959 |
Ejemplares similares
-
Application of convolutional neural networks for classification of adult mosquitoes in the field
por: Motta, Daniel, et al.
Publicado: (2019) -
Multi-Process Remora Enhanced Hyperparameters of Convolutional Neural Network for Lung Cancer Prediction
por: Appadurai, Jothi Prabha, et al.
Publicado: (2023) -
Fully Convolutional Deep Neural Networks with Optimized Hyperparameters for Detection of Shockable and Non-Shockable Rhythms
por: Krasteva, Vessela, et al.
Publicado: (2020) -
An Optimized Hyperparameter of Convolutional Neural Network Algorithm for Bug Severity Prediction in Alzheimer's-Based IoT System
por: Yousaf, Iqra, et al.
Publicado: (2022) -
Hyperparameter Optimization of a Convolutional Neural Network Model for Pipe Burst Location in Water Distribution Networks
por: Antunes, André, et al.
Publicado: (2023)