Search Results - "de Magalhães Rosa, Guilherme Jordão"

Image Analysis and Computer Vision Applications in Animal Sciences: An Overview by Fernandes, Arthur Francisco Araújo, Dórea, João Ricardo Rebouças, Rosa, Guilherme Jordão de Magalhães

“…Computer Vision, Digital Image Processing, and Digital Image Analysis can be viewed as an amalgam of terms that very often are used to describe similar…”
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Editorial: High-Throughput Phenotyping in the Genomic Improvement of Livestock by Silva, Fabyano Fonseca, Morota, Gota, Rosa, Guilherme Jordão de Magalhães

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(Quasi) multitask support vector regression with heuristic hyperparameter optimization for whole-genome prediction of complex traits: a case study with carcass traits in broilers by Alves, Anderson Antonio Carvalho, Fernandes, Arthur Francisco Araujo, Lopes, Fernando Brito, Breen, Vivian, Hawken, Rachel, Gianola, Daniel, Rosa, Guilherme Jordão de Magalhães

“…Abstract This study investigates nonlinear kernels for multitrait (MT) genomic prediction using support vector regression (SVR) models. We assessed the…”
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Forecasting beef production and quality using large-scale integrated data from Brazil by Aiken, Vera Cardoso Ferreira, Fernandes, Arthur Francisco Araújo, Passafaro, Tiago Luciano, Acedo, Juliano Sabella, Dias, Fábio Guerra, Dórea, João Ricardo Rebouças, Rosa, Guilherme Jordão de Magalhães

“…Abstract With agriculture rapidly becoming a data-driven field, it is imperative to extract useful information from large data collections to optimize the…”
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A Random Forest-Based Genome-Wide Scan Reveals Fertility-Related Candidate Genes and Potential Inter-Chromosomal Epistatic Regions Associated With Age at First Calving in Nellore Cattle by Alves, Anderson Antonio Carvalho, da Costa, Rebeka Magalhães, Fonseca, Larissa Fernanda Simielli, Carvalheiro, Roberto, Ventura, Ricardo Vieira, Rosa, Guilherme Jordão de Magalhães, Albuquerque, Lucia Galvão

“…This study aimed to perform a genome-wide association analysis (GWAS) using the Random Forest (RF) approach for scanning candidate genes for age at first…”
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Disentangling data dependency using cross-validation strategies to evaluate prediction quality of cattle grazing activities using machine learning algorithms and wearable sensor data by Coelho Ribeiro, Leonardo Augusto, Bresolin, Tiago, Rosa, Guilherme Jordão de Magalhães, Rume Casagrande, Daniel, Danes, Marina de Arruda Camargo, Dórea, João Ricardo Rebouças

“…Abstract Wearable sensors have been explored as an alternative for real-time monitoring of cattle feeding behavior in grazing systems. To evaluate the…”
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Record linkage for farm-level data analytics: Comparison of deterministic, stochastic and machine learning methods by Aiken, Vera Cardoso Ferreira, Dórea, João Ricardo Rebouças, Acedo, Juliano Sabella, de Sousa, Fernando Gonçalves, Dias, Fábio Guerra, Rosa, Guilherme Jordão de Magalhães

“…•Applied and compared data linkage in the absence of unique universal identifier.•Fully automated approach evaluated for a big data agricultural scenario.•Best…”
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Inferring phenotypic causal networks for tick infestation, Babesia bovis infection, and weight gain in Hereford and Braford cattle using structural equation models by Cavani, Ligia, Lopes, Fernando Brito, Giglioti, Rodrigo, Bresolin, Tiago, Campos, Gabriel Soares, Okino, Cintia Hiromi, Gulias-Gomes, Claudia Cristina, Caetano, Alexandre Rodrigues, Oliveira, Márcia Cristina de Sena, Cardoso, Fernando Flores, Rosa, Guilherme Jordão de Magalhães, de Oliveira, Henrique Nunes

“…•Four different networks among tick infestation, B. bovis infection level, weight gain from birth to weaning, and weight gain from weaning to yearling were…”
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Inferring phenotypic causal structures among body weight traits via structural equation modeling in Kurdi sheep by Mohammadi, Yahya, Saghi, Davoud Ali, Shahdadi, Ali Reza, Rosa, Guilherme Jordão de Magalhães, Mokhtari, Morteza Sattaei

“…Data collected on 2550 Kurdi lambs originated from 1505 dams and 149 sires during 1991 to 2015 in Hossein Abad Kurdi Sheep Breeding Station, located in Shirvan…”
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Modelos hierárquicos bayesianos para estimação robusta e análise de dados censurados em melhoramento animal by Cardoso, Fernando Flores(Embrapa Pecuária Sul/Bagé), Rosa, Guilherme Jordão de Magalhães(University of Wisconsin Department of Dairy Science), Tempelman, Robert John(Michigan State University Department of Animal Science), Torres Junior, Roberto Augusto de Almeida(Embrapa Gado de Corte)

“…Dados extremos influenciados por fatores não considerados no modelo estatístico, podem enviesar as estimativas dos parâmetros e valores genéticos. Além disso,…”
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Estudo de simulação de modelos lineares mistos com distribuição normal contaminada no melhoramento genético animal by Pereira, Idalmo Garcia(UFVJM FCA Departamento de Zootecnia), Oliveira, Henrique Nunes de(Unesp FMVZ Departamento de Melhoramento e Nutrição Animal), Rosa, Guilherme Jordão de Magalhães(University of Wisconsin Departament of Dairy Science)

“…Objetivou-se com esse trabalho comparar estimativas de componentes de variâncias obtidas por meio de modelos lineares mistos Gaussianos e Robustos, via…”
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Repeated measures in the study of growth and ultrasound carcass traits in cross heifers by Marcos Jun-Iti Yokoo, Alex Arceli Ortelan, José Lindenberg Rocha Sarmento, Guilherme Jordão de Magalhães Rosa, Fernando Flores Cardoso, Lucia Galvão de Albuquerque

“…The aim of this paper was to study the development of carcass traits obtained by ultrasound, weight, chest circumference and hip height by longitudinal data of…”
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Níveis de vitamina C e ferro para tilápia do nilo (Oreochromis niloticus) by Barros, Margarida Maria(UNESP FMVZ Depto. Nutrição e Melhoramento Animal), Pezzato, Luiz Edivaldo(UNESP FMVZ Depto. Nutrição e Melhoramento Animal), Kleemann, Geisa Karine(UNESP FMVZ), Hisano, Hamilton(UNESP FMVZ), Rosa, Guilherme Jordão de Magalhães(Michigan State University Department of Fisheries and Wildlife ,Michigan State University Department of Animal Science)

“…Os efeitos de diferentes níveis de vitamina C e ferro no desempenho produtivo e parâmetros fisiológicos da tilápia do Nilo (Oreochromis niloticus) foram…”
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Bayesian estimates of genetic parameters for reproductive traits in Nellore cows raised on pasture in tropical regions by Ulhôa Magnabosco, Cláudio, Brito Lopes, Fernando, Jordão de Magalhaes Rosa, Guilherme, Sainz, Roberto Daniel

“…Summary Background: Nellore cows are well adapted to tropical conditions, and they have good maternal ability as well as long and prolific reproductive life…”
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Investigating potential causal relationships among carcass and meat quality traits using structural equation model in Nellore cattle by Bresolin, Tiago, Passafaro, Tiago Luciano, Braz, Camila Urbano, Alves, Anderson Antonio Carvalho, Carvalheiro, Roberto, Chardulo, Luiz Artur Loyola, de Magalhães Rosa, Guilherme Jordão, de Albuquerque, Lucia Galvão

“…The objective of this study was to investigate potential causal relationships among hot carcass weight (HCW), longissimus muscle area (LMA), backfat thickness…”
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Mixed effects structural equation models and phenotypic causal networks by Valente, Bruno Dourado, de Magalhães Rosa, Guilherme Jordão

“…Complex networks with causal relationships among variables are pervasive in biology. Their study, however, requires special modeling approaches. Structural…”
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Generalized linear mixed models for the genetic evaluation of binary reproductive traits: a simulation study by Garcia, Diogo Anastácio, Pereira, Idalmo Garcia, Fonseca e Silva, Fabyano, Rosa, Guilherme Jordão de Magalhães, Pires, Aldrin Vieira, Leandro, Roseli Aparecida

“…The objective of this study was to evaluate the use of probit and logit link functions for the genetic evaluation of early pregnancy using simulated data. The…”
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Delineamento de experimentos em genética genômica Experimental design in genetical genomics by Guilherme Jordão de Magalhães Rosa

“…Genética genômica é um termo utilizado para representar o estudo de processos genéticos controladores de caracteres fenotípicos de herança complexa, a partir…”
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Delineamento de experimentos em genética genômica by Rosa, Guilherme Jordão de Magalhães

“…Genética genômica é um termo utilizado para representar o estudo de processos genéticos controladores de caracteres fenotípicos de herança complexa, a partir…”
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Antioxidant defense in rat brain regions after developmental lead exposure by Moreira, Estefania Gastaldello, Rosa, Guilherme Jordao de Magalhaes, Barros, Silvia Berlanga Moraes, Vassilieff, Vera Silvia, Vassillieff, Igor

“…Oxidative stress is considered a possible molecular mechanism involved in Pb neurotoxicity. Considering the vulnerability of the developing brain to Pb…”
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