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Gota Morota
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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
G Morota, RV Ventura, FF Silva, M Koyama, SC Fernando
Journal of animal science 96 (4), 1540-1550, 2018
1942018
Kernel-based whole-genome prediction of complex traits: a review
G Morota, D Gianola
Frontiers in genetics 5, 363, 2014
1752014
Predicting bull fertility using genomic data and biological information
R Abdollahi-Arpanahi, G Morota, F Peñagaricano
Journal of Dairy Science 100 (12), 9656-9666, 2017
762017
Prediction of Plant Height in Arabidopsis thaliana Using DNA Methylation Data
Y Hu, G Morota, GJM Rosa, D Gianola
Genetics 201 (2), 779-793, 2015
732015
Estimates of genomic heritability and genome-wide association study for fatty acids profile in Santa Inês sheep
GA Rovadoscki, SFN Pertile, AB Alvarenga, ASM Cesar, F Pértille, ...
BMC genomics 19, 1-14, 2018
632018
Predictive ability of genome-assisted statistical models under various forms of gene action
M Momen, AA Mehrgardi, A Sheikhi, A Kranis, L Tusell, G Morota, ...
Scientific reports 8 (1), 12309, 2018
572018
Machine learning and data mining advance predictive big data analysis in precision animal agriculture
G Morota, RV Ventura, FF Silva, M Koyama, SC Fernando
Journal of Animal Science 96 (4), 1540-1550, 2018
562018
Genome-enabled prediction of quantitative traits in chickens using genomic annotation
G Morota, R Abdollahi-Arpanahi, A Kranis, D Gianola
BMC genomics 15, 1-10, 2014
552014
Utilizing random regression models for genomic prediction of a longitudinal trait derived from high‐throughput phenotyping
M Campbell, H Walia, G Morota
Plant Direct 2 (9), e00080, 2018
512018
Predicting complex traits using a diffusion kernel on genetic markers with an application to dairy cattle and wheat data
G Morota, M Koyama, GJ M Rosa, KA Weigel, D Gianola
Genetics Selection Evolution 45, 1-15, 2013
472013
MeSH ORA framework: R/Bioconductor packages to support MeSH over-representation analysis
K Tsuyuzaki, G Morota, M Ishii, T Nakazato, S Miyazaki, I Nikaido
BMC bioinformatics 16, 1-17, 2015
452015
Leveraging breeding values obtained from random regression models for genetic inference of longitudinal traits
M Campbell, M Momen, H Walia, G Morota
The Plant Genome 12 (2), 180075, 2019
422019
Including phenotypic causal networks in genome-wide association studies using mixed effects structural equation models
M Momen, A Ayatollahi Mehrgardi, M Amiri Roudbar, A Kranis, ...
Frontiers in genetics 9, 455, 2018
372018
Dissection of additive genetic variability for quantitative traits in chickens using SNP markers
R Abdollahi‐Arpanahi, A Pakdel, A Nejati‐Javaremi, ...
Journal of Animal Breeding and Genetics 131 (3), 183-193, 2014
372014
Predicting longitudinal traits derived from high-throughput phenomics in contrasting environments using genomic Legendre polynomials and B-splines
M Momen, MT Campbell, H Walia, G Morota
G3: Genes, Genomes, Genetics 9 (10), 3369-3380, 2019
352019
Allelic variation in rice Fertilization Independent Endosperm 1 contributes to grain width under high night temperature stress
BK Dhatt, P Paul, J Sandhu, W Hussain, L Irvin, F Zhu, ...
New Phytologist 229 (1), 335-350, 2021
342021
Kernel-based variance component estimation and whole-genome prediction of pre-corrected phenotypes and progeny tests for dairy cow health traits
G Morota, P Boddhireddy, N Vukasinovic, D Gianola, S DeNise
Frontiers in Genetics 5, 56, 2014
342014
SeedExtractor: An Open-Source GUI for Seed Image Analysis
F Zhu, P Paul, W Hussain, K Wallman, BK Dhatt, J Sandhu, L Irvin, ...
Frontiers in plant science 11, 581546, 2021
332021
Evaluating the performance of machine learning methods and variable selection methods for predicting difficult-to-measure traits in Holstein dairy cattle using milk infrared …
LFM Mota, S Pegolo, T Baba, F Peñagaricano, G Morota, G Bittante, ...
Journal of Dairy Science 104 (7), 8107-8121, 2021
322021
Divergent phenotypic response of rice accessions to transient heat stress during early seed development
P Paul, BK Dhatt, J Sandhu, W Hussain, L Irvin, G Morota, P Staswick, ...
Plant Direct 4 (1), e00196, 2020
322020
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