Comparing gradient boosting machine and Bayesian threshold BLUP for genome‐based prediction of categorical traits in wheat breeding
Montesinos‐López, Osval Antonio, Gonzalez, Henry Nicole, Montesinos‐López, Abelardo, Daza‐Torres, María, Lillemo, Morten, Montesinos‐López, José Cricelio, Crossa, José
Published in The plant genome (01.09.2022)
Published in The plant genome (01.09.2022)
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Journal Article
A review of deep learning applications for genomic selection
Montesinos-López, Osval Antonio, Montesinos-López, Abelardo, Pérez-Rodríguez, Paulino, Barrón-López, José Alberto, Martini, Johannes W R, Fajardo-Flores, Silvia Berenice, Gaytan-Lugo, Laura S, Santana-Mancilla, Pedro C, Crossa, José
Published in BMC genomics (06.01.2021)
Published in BMC genomics (06.01.2021)
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Journal Article
Analysis of Genotype-by-Environment Interaction in Winter Wheat Growth in Organic Production System
López, Osval Antonio Montesinos, Baenziger, P. Stephen, EskridgeK, Kent M., Little, Richard S., Crúz, Eliel Martínez, Perez, Emeterio Franco
Published in Emirates journal of food and agriculture (01.03.2018)
Published in Emirates journal of food and agriculture (01.03.2018)
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Journal Article
A Multivariate Poisson Deep Learning Model for Genomic Prediction of Count Data
Montesinos-López, Osval Antonio, Montesinos-López, José Cricelio, Singh, Pawan, Lozano-Ramirez, Nerida, Barrón-López, Alberto, Montesinos-López, Abelardo, Crossa, José
Published in G3 : genes - genomes - genetics (01.11.2020)
Published in G3 : genes - genomes - genetics (01.11.2020)
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Journal Article
Automated Machine Learning: A Case Study of Genomic "Image-Based" Prediction in Maize Hybrids
Galli, Giovanni, Sabadin, Felipe, Yassue, Rafael Massahiro, Galves, Cassia, Carvalho, Humberto Fanelli, Crossa, Jose, Montesinos-López, Osval Antonio, Fritsche-Neto, Roberto
Published in Frontiers in plant science (07.03.2022)
Published in Frontiers in plant science (07.03.2022)
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Journal Article
A General-Purpose Machine Learning R Library for Sparse Kernels Methods With an Application for Genome-Based Prediction
Montesinos López, Osval Antonio, Mosqueda González, Brandon Alejandro, Palafox González, Abel, Montesinos López, Abelardo, Crossa, José
Published in Frontiers in genetics (03.06.2022)
Published in Frontiers in genetics (03.06.2022)
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Journal Article
Bayesian multitrait kernel methods improve multienvironment genome-based prediction
Montesinos-López, Osval Antonio, Montesinos-López, José Cricelio, Montesinos-López, Abelardo, Ramírez-Alcaraz, Juan Manuel, Poland, Jesse, Singh, Ravi, Dreisigacker, Susanne, Crespo, Leonardo, Mondal, Sushismita, Govidan, Velu, Juliana, Philomin, Espino, Julio Huerta, Shrestha, Sandesh, Varshney, Rajeev K, Crossa, José
Published in G3 : genes - genomes - genetics (04.02.2022)
Published in G3 : genes - genomes - genetics (04.02.2022)
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Journal Article
Optimal sample size for estimating the proportion of transgenic plants using the Dorfman model with a random confidence interval
Montesinos-López, Osval Antonio, Montesinos-López, Abelardo, Crossa, José, Eskridge, Kent, Sáenz, Ricardo A.
Published in Seed science research (01.09.2011)
Published in Seed science research (01.09.2011)
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Journal Article
Sample size under inverse negative binomial group testing for accuracy in parameter estimation
Montesinos-López, Osval Antonio, Montesinos-López, Abelardo, Crossa, José, Eskridge, Kent
Published in PloS one (22.03.2012)
Published in PloS one (22.03.2012)
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Journal Article
Using an incomplete block design to allocate lines to environments improves sparse genome‐based prediction in plant breeding
Montesinos‐Lopez, Osval Antonio, Montesinos‐Lopez, Abelardo, Acosta, Ricardo, Varshney, Rajeev K., Bentley, Alison, Crossa, Jose
Published in The plant genome (01.03.2022)
Published in The plant genome (01.03.2022)
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Journal Article
Validation of an instrument to measure tutor performance in promoting self-directed learning by using confirmatory factor analysis
Amador Fierros, Genoveva, Montesinos-López, Osval Antonio, Alcaráz Moreno, Noemí
Published in Investigación y educación en enfermería (01.04.2016)
Published in Investigación y educación en enfermería (01.04.2016)
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Journal Article
A guide for kernel generalized regression methods for genomic-enabled prediction
Montesinos-López, Abelardo, Montesinos-López, Osval Antonio, Montesinos-López, José Cricelio, Flores-Cortes, Carlos Alberto, de la Rosa, Roberto, Crossa, José
Published in Heredity (01.04.2021)
Published in Heredity (01.04.2021)
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Journal Article
Prioritization-Driven Congestion Control in Networks for the Internet of Medical Things: A Cross-Layer Proposal
Buenrostro-Mariscal, Raymundo, Santana-Mancilla, Pedro C, Montesinos-López, Osval Antonio, Vazquez-Briseno, Mabel, Nieto-Hipolito, Juan Ivan
Published in Sensors (Basel, Switzerland) (13.01.2023)
Published in Sensors (Basel, Switzerland) (13.01.2023)
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Journal Article
A zero altered Poisson random forest model for genomic-enabled prediction
Montesinos-López, Osval Antonio, Montesinos-López, Abelardo, Mosqueda-Gonzalez, Brandon A, Montesinos-López, José Cricelio, Crossa, José, Ramirez, Nerida Lozano, Singh, Pawan, Valladares-Anguiano, Felícitas Alejandra
Published in G3 : genes - genomes - genetics (09.02.2021)
Published in G3 : genes - genomes - genetics (09.02.2021)
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Journal Article