| 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 | 250 | 2018 |
| Kernel-based whole-genome prediction of complex traits: a review G Morota, D Gianola Frontiers in genetics 5, 363, 2014 | 191 | 2014 |
| 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 | 88 | 2017 |
| 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 | 81 | 2015 |
| 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), 375, 2018 | 73 | 2018 |
| Heat stress effects on milk yield traits and metabolites and mitigation strategies for dairy cattle breeds reared in tropical and sub-tropical countries V Habimana, AS Nguluma, ZC Nziku, CC Ekine-Dzivenu, G Morota, ... Frontiers in Veterinary Science 10, 1121499, 2023 | 66 | 2023 |
| 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 | 65 | 2018 |
| Integration of single nucleotide variants and whole-genome DNA methylation profiles for classification of rheumatoid arthritis cases from controls M Amiri Roudbar, MR Mohammadabadi, A Ayatollahi Mehrgardi, ... Heredity 124 (5), 658-674, 2020 | 61 | 2020 |
| Genome-enabled prediction of quantitative traits in chickens using genomic annotation G Morota, R Abdollahi-Arpanahi, A Kranis, D Gianola BMC genomics 15 (1), 109, 2014 | 59 | 2014 |
| 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 | 55 | 2018 |
| 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 | 55 | 2018 |
| 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), 45, 2015 | 50 | 2015 |
| 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), 17, 2013 | 48 | 2013 |
| 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 | 46 | 2021 |
| 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 | 46 | 2021 |
| 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 | 45 | 2019 |
| 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 | 44 | 2021 |
| Forecasting dynamic body weight of nonrestrained pigs from images using an RGB-D sensor camera H Yu, K Lee, G Morota Translational Animal Science 5 (1), txab006, 2021 | 42 | 2021 |
| 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 | 41 | 2018 |
| Structural equation modeling for investigating multi-trait genetic architecture of udder health in dairy cattle S Pegolo, M Momen, G Morota, GJM Rosa, D Gianola, G Bittante, ... Scientific Reports 10 (1), 7751, 2020 | 40 | 2020 |
Daniel GianolaSewall Wright Emeritus Professor University of Wisconsin-MadisonVerified email at ansci.wisc.edu
