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Navegação por autor "Silva, Gabi Nunes"

Navegação por autor "Silva, Gabi Nunes"

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  • Artificial neural networks compared with Bayesian generalized linear regression for leaf rust resistance prediction in Arabica coffee
    Silva, Gabi Nunes; Nascimento, Moysés; Sant’Anna, Isabela de Castro; Cruz, Cosme Damião; Caixeta, Eveline Teixeira; Carneiro, Pedro Crescêncio Souza; Rosado, Renato Domiciano Silva; Pestana, Kátia Nogueira; Almeida, Dênia Pires de; Oliveira, Marciane da Silva (Empresa Brasileira de Pesquisa Agropecuária - Embrapa, 2017-03)
    The objective of this work was to evaluate the use of artificial neural networks in comparison with Bayesian generalized linear regression to predict leaf rust resistance in Arabica coffee (Coffea arabica). This study used ...
  • Factor analysis for plant and production variables in Coffea canephorain the Western Amazon
    Silva, Gabi Nunes; Barroso, Laís Mayara Azevedo; Cruz, Cosme Damião; Rocha, Rodrigo Barros; Ferreira, Fábio Medeiros (Universidade Federal de Lavras, 2022-06-09)
    The evaluation of morphological characters related to the hulled coffee yield subsidizes the selection of Coffea canephora plants that combine a set of favorable traits. However, the greater the number of traits considered, ...
  • Genomic prediction of leaf rust resistance to Arabica coffee using machine learning algorithms
    Sousa, Ithalo Coelho de; Nascimento, Moysés; Silva, Gabi Nunes; Nascimento, Ana Carolina Campana; Cruz, Cosme Damião; Silva, Fabyano Fonseca e; Almeida, Dênia Pires de; Pestana, Kátia Nogueira; Azevedo, Camila Ferreira; Zambolim, Laércio; Caixeta, Eveline Teixeira (Escola Superior de Agricultura "Luiz de Queiroz", 2021)
    Genomic selection (GS) emphasizes the simultaneous prediction of the genetic effects of thousands of scattered markers over the genome. Several statistical methodologies have been used in GS for the prediction of genetic ...

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