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A comparison between support vector machine and water Cloud model for estimating crop leaf area index
(MDPI, 2021-04-01)The water cloud model (WCM) can be inverted to estimate leaf area index (LAI) using the intensity of backscatter from synthetic aperture radar (SAR) sensors. Published studies have demonstrated that the WCM can accurately ... -
Detección de outliers en muestras de entrenamiento generadas mediante interpretación visual
(Sociedad Argentina de Informática, 2021-10-18)Las clasificaciones supervisadas son procesos extremadamente sensibles a la calidad de las muestras utilizadas. La presencia de outliers en las muestras de entrenamiento suele ser una fuente de error muy frecuente. El ... -
INFINITy : A fast machine learning-based application for human influenza A and B virus subtyping
(Wiley, 2023-01)Influenza viruses are one of the main agents causing acute respiratory infections (ARI) in humans resulting in a large amount of illness and death globally.1, 2 The influenza viruses classification is based on the nomenclature ... -
Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms
(Network of Women in Bioinformatics and Data Science, 2021-09)Background: Extensive genetic research focused on identifyng associations between single nucleotide polymorphism (SNP) markers located all over the genome and milk traits were conducted for different dairy cattle breeds. ... -
Sunpheno : a deep neural network for phenological classification of sunflower images
(MDPI, 2024-07)Leaf senescence is a complex trait which becomes crucial for grain filling because photoassimilates are translocated to the seeds. Therefore, a correct sync between leaf senescence and phenological stages is necessary to ... -
ViralPlaque: a Fiji macro for automated assessment of viral plaque statistics
(PeerJ, 2019-09)laque assay has been used for a long time to determine infectious titers and characterize prokaryotic and eukaryotic viruses forming plaques. Indeed, plaque morphology and dimensions can provide information regarding the ...