Sample Size under Inverse Negative Binomial Group Testing for Accuracy in Parameter Estimation

por Montesinos-López, Osval Antonio, Montesinos-López, Abelardo, Crossa, José, Eskridge, Kent
Publicado 2012

Maximum a posteriori Threshold Genomic Prediction Model for Ordinal Traits

por Montesinos-López, Abelardo, Gutierrez-Pulido, Humberto, Montesinos-López, Osval Antonio, Crossa, José
Publicado 2020

Prediction of count phenotypes using high-resolution images and genomic data

por Kismiantini,  , Montesinos-López, Osval Antonio, Crossa, José, Setiawan, Ezra Putranda, Wutsqa, Dhoriva Urwatul
Publicado 2021

A General-Purpose Machine Learning R Library for Sparse Kernels Methods With an Application for Genome-Based Prediction

por Montesinos López, Osval Antonio, Mosqueda González, Brandon Alejandro, Palafox González, Abel, Montesinos López, Abelardo, Crossa, José
Publicado 2022

Prioritization-Driven Congestion Control in Networks for the Internet of Medical Things: A Cross-Layer Proposal

por Buenrostro-Mariscal, Raymundo, Santana-Mancilla, Pedro C., Montesinos-López, Osval Antonio, Vazquez-Briseno, Mabel, Nieto-Hipolito, Juan Ivan
Publicado 2023

A Multivariate Poisson Deep Learning Model for Genomic Prediction of Count Data

por Montesinos-López, Osval Antonio, Montesinos-López, José Cricelio, Singh, Pawan, Lozano-Ramirez, Nerida, Barrón-López, Alberto, Montesinos-López, Abelardo, Crossa, José
Publicado 2020

A guide for kernel generalized regression methods for genomic-enabled prediction

por Montesinos-López, Abelardo, Montesinos-López, Osval Antonio, Montesinos-López, José Cricelio, Flores-Cortes, Carlos Alberto, de la Rosa, Roberto, Crossa, José
Publicado 2021

Automated Machine Learning: A Case Study of Genomic “Image-Based” Prediction in Maize Hybrids

por Galli, Giovanni, Sabadin, Felipe, Yassue, Rafael Massahiro, Galves, Cassia, Carvalho, Humberto Fanelli, Crossa, Jose, Montesinos-López, Osval Antonio, Fritsche-Neto, Roberto
Publicado 2022

A zero altered Poisson random forest model for genomic-enabled prediction

por 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
Publicado 2020

A review of deep learning applications for genomic selection

por 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
Publicado 2021

Bayesian multitrait kernel methods improve multienvironment genome-based prediction

por 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
Publicado 2021