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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...

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Dettagli Bibliografici
Pubblicato in:PLoS One
Autori principali: 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
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7360088/
https://ncbi.nlm.nih.gov/pubmed/32663230
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0234959
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