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    • A comparison between support vector machine and water Cloud model for estimating crop leaf area index 

      Hosseini, Mehdi; McNairn, Heather; Mitchell, Scott; Robertson, Laura Dingle; Davidson, Andrew; Ahmadian, Nima; Bhattacharya, Avik; Borg, Erik; Conrad, Christopher; Dabrowska Zielinska, Katarzyna; De Abelleyra, Diego; Gurdak, Radoslaw; Kumar, Vineet; Kussul, Nataliia; Mandal, Dipankar; Rao, Y.S.; Saliendra, Nicanor; Shelestov, Andrii; Spengler, Daniel; Veron, Santiago Ramón; Homayouni, Saeid; Becker Reshef, Inbal (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 

      Banchero, Santiago; Veron, Santiago Ramón; Petek, Mariana; Sarrailhe, Sofia; De Abelleyra, Diego (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 

      Cacciabue, Marco Polo Domingo; Marcone, Débora Natalia (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 

      Raschia, Maria Agustina; Ríos, Pablo J.; Maizon, Daniel Omar; Demitrio, Daniel Arturo; Poli, Mario Andres (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. ...

    • ViralPlaque: a Fiji macro for automated assessment of viral plaque statistics 

      Cacciabue, Marco Polo; Curra, Anabella Paola; Gismondi, Maria Ines (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 ...