Enviromics in breeding: applications and perspectives on envirotypic-assisted selection von Resende, Rafael T., Piepho, Hans-Peter, Rosa, Guilherme J. M., Silva-Junior, Orzenil B., e Silva, Fabyano F., de Resende, Marcos Deon V., Grattapaglia, Dario

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BIG DATA ANALYTICS AND PRECISION ANIMAL AGRICULTURE SYMPOSIUM: Machine learning and data mining advance predictive big data analysis in precision animal agriculture von Morota, Gota, Ventura, Ricardo V, Silva, Fabyano F, Koyama, Masanori, Fernando, Samodha C

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The tomato RLK superfamily: phylogeny and functional predictions about the role of the LRRII-RLK subfamily in antiviral defense von Sakamoto, Tetsu, Deguchi, Michihito, Brustolini, Otávio J B, Santos, Anésia A, Silva, Fabyano F, Fontes, Elizabeth P B

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Machine learning approaches and their current application in plant molecular biology: A systematic review von Silva, Jose Cleydson F., Teixeira, Ruan M., Silva, Fabyano F., Brommonschenkel, Sergio H., Fontes, Elizabeth P.B.

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Is single-step genomic REML with the algorithm for proven and young more computationally efficient when less generations of data are present? von Junqueira, Vinícius Silva, Lourenco, Daniela, Masuda, Yutaka, Cardoso, Fernando Flores, Lopes, Paulo Sávio, Silva, Fabyano Fonseca e, Misztal, Ignacy

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Genomic prediction of leaf rust resistance to Arabica coffee using machine learning algorithms von 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

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Random regression for modeling yield genetic trajectories in Jatropha curcas breeding von Peixoto, Marco Antônio, Alves, Rodrigo Silva, Coelho, Igor Ferreira, Evangelista, Jeniffer Santana Pinto Coelho, de Resende, Marcos Deon Vilela, Rocha, João Romero do Amaral Santos de Carvalho, E Silva, Fabyano Fonseca, Laviola, Bruno Gâlveas, Bhering, Leonardo Lopes

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Predicting ruminal degradability and chemical composition of corn silage using near-infrared spectroscopy and multivariate regression von Pucetti, Pauliane, Valadares Filho, Sebastião de Campos, Roque, Jussara Valente, da Silva, Julia Travassos, de Oliveira, Kellen Ribeiro, Silva, Flavia Adriane Sales, Cardoso, Wilson Junior, E Silva, Fabyano Fonseca, Swanson, Kendall Carl

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Quantile regression for genome-wide association study of flowering time-related traits in common bean von Nascimento, Moysés, Nascimento, Ana Carolina Campana, Silva, Fabyano Fonseca E, Barili, Leiri Daiane, Vale, Naine Martins do, Carneiro, José Eustáquio, Cruz, Cosme Damião, Carneiro, Pedro Crescêncio Souza, Serão, Nick Vergara Lopes

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Molecular Factors Underlying the Deposition of Intramuscular Fat and Collagen in Skeletal Muscle of Nellore and Angus Cattle von Martins, Taiane S, Sanglard, Letícia M P, Silva, Walmir, Chizzotti, Mário L, Rennó, Luciana N, Serão, Nick V L, Silva, Fabyano F, Guimarães, Simone E F, Ladeira, Márcio M, Dodson, Michael V, Du, Min, Duarte, Marcio S

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Multi-trait multi-environment Bayesian model reveals G x E interaction for nitrogen use efficiency components in tropical maize von Torres, Lívia Gomes, Rodrigues, Mateus Cupertino, Lima, Nathan Lamounier, Trindade, Tatiane Freitas Horta, Silva, Fabyano Fonseca E, Azevedo, Camila Ferreira, DeLima, Rodrigo Oliveira

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Independent Component Analysis (ICA) based-clustering of temporal RNA-seq data von Nascimento, Moysés, Silva, Fabyano Fonseca E, Sáfadi, Thelma, Nascimento, Ana Carolina Campana, Ferreira, Talles Eduardo Maciel, Barroso, Laís Mayara Azevedo, Ferreira Azevedo, Camila, Guimarães, Simone Eliza Faccione, Serão, Nick Vergara Lopes

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Microbiome of rehydrated corn and sorghum grain silages treated with microbial inoculants in different fermentation periods von Agarussi, Mariele Cristina Nascimento, Pereira, Odilon Gomes, Pimentel, Felipe Evangelista, Azevedo, Camila Ferreira, da Silva, Vanessa Paula, e Silva, Fabyano Fonseca

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Applying the Metafounders Approach for Genomic Evaluation in a Multibreed Beef Cattle Population von Junqueira, Vinícius Silva, Lopes, Paulo Sávio, Lourenco, Daniela, Silva, Fabyano Fonseca E, Cardoso, Fernando Flores

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Assessment of digestible lysine requirements in lipopolysaccharide-challenged pigs von Barcellos, Joyce, Alves, Warley Júnior, Arnaut, Pedro Riguetti, Fonseca, Lucimauro, Muniz, Jorge Cunha Lima, Dorigam, Juliano César de Paula, Campos, Paulo Henrique R Furtado, Silva, Fabyano Fonseca e, Dilger, Ryan N, Hannas, Melissa Izabel

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Genomic analysis of feed efficiency traits in beef cattle using random regression models von Ramos, Pedro Vital Brasil, Oliveira Menezes, Gilberto Romeiro, Silva, Delvan Alves, Lourenco, Daniela, Santiago, Gustavo Garcia, Torres Júnior, Roberto A. A., Silva, Fabyano Fonseca e, Lopes, Paulo Sávio, Veroneze, Renata

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Genome-enabled classification of stayability in Nellore cattle under a machine learning framework von Santana, Talita Estefani Zunino, Silva, Jose Cleydson F., Silva, Luiz Otavio C. da, Alvarenga, Amanda Botelho, Menezes, Gilberto Romeiro de O., Torres, Roberto A.A., Duarte, Marcio de Souza, Silva, Fabyano Fonseca e

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CNV detection and their association with growth, efficiency and carcass traits in Santa Inês sheep von Ladeira, Giovanni Coelho, Pilonetto, Fabrício, Fernandes, Anna Carolina, Bóscollo, Paola Pérez, Dauria, Brayan Dias, Titto, Cristiane Gonçalves, Coutinho, Luiz Lehmann, e Silva, Fabyano Fonseca, Pinto, Luís Fernando Batista, Mourão, Gerson Barreto

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Multi-Trait GWAS and New Candidate Genes Annotation for Growth Curve Parameters in Brahman Cattle von Crispim, Aline Camporez, Kelly, Matthew John, Guimarães, Simone Eliza Facioni, Fonseca e Silva, Fabyano, Fortes, Marina Rufino Salinas, Wenceslau, Raphael Rocha, Moore, Stephen

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Efficiency of Genomic Prediction of Nonassessed Testcrosses von Viana, José Marcelo Soriano, Pereira, Helcio Duarte, Piepho, Hans‐Peter, Silva, Fabyano Fonseca

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