Two simple methods to improve the accuracy of the genomic selection methodology

por Montesinos-López, Osval A., Kismiantini, Montesinos-López, Abelardo
Publicado 2023

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

Genomics combined with UAS data enhances prediction of grain yield in winter wheat

por Montesinos-López, Osval A., Herr, Andrew W., Crossa, José, Carter, Arron H.
Publicado 2023

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

Statistical Machine-Learning Methods for Genomic Prediction Using the SKM Library

por Montesinos López, Osval A., Mosqueda González, Brandon Alejandro, Montesinos López, Abelardo, Crossa, José
Publicado 2023

Genomic-Enabled Prediction of Ordinal Data with Bayesian Logistic Ordinal Regression

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Crossa, José, Burgueño, Juan, Eskridge, Kent
Publicado 2015

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

Multi-environment Genomic Prediction of Plant Traits Using Deep Learners With Dense Architecture

por Montesinos-López, Abelardo, Montesinos-López, Osval A., Gianola, Daniel, Crossa, José, Hernández-Suárez, Carlos M.
Publicado 2018

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

Bayesian Genomic Prediction with Genotype × Environment Interaction Kernel Models

por Cuevas, Jaime, Crossa, José, Montesinos-López, Osval A., Burgueño, Juan, Pérez-Rodríguez, Paulino, de los Campos, Gustavo
Publicado 2016

BGGE: A New Package for Genomic-Enabled Prediction Incorporating Genotype × Environment Interaction Models

por Granato, Italo, Cuevas, Jaime, Luna-Vázquez, Francisco, Crossa, Jose, Montesinos-López, Osval, Burgueño, Juan, Fritsche-Neto, Roberto
Publicado 2018

Multi-Trait, Multi-Environment Genomic Prediction of Durum Wheat With Genomic Best Linear Unbiased Predictor and Deep Learning Methods

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Tuberosa, Roberto, Maccaferri, Marco, Sciara, Giuseppe, Ammar, Karim, Crossa, José
Publicado 2019

Approximate Genome-Based Kernel Models for Large Data Sets Including Main Effects and Interactions

por Cuevas, Jaime, Montesinos-López, Osval A., Martini, J. W. R., Pérez-Rodríguez, Paulino, Lillemo, Morten, Crossa, Jose
Publicado 2020

An R Package for Multitrait and Multienvironment Data with the Item-Based Collaborative Filtering Algorithm

por Montesinos-López, Osval A., Luna-Vázquez, Francisco Javier, Montesinos-López, Abelardo, Juliana, Philomin, Singh, Ravi, Crossa, José
Publicado 2018

Enviromic-based kernels may optimize resource allocation with multi-trait multi-environment genomic prediction for tropical Maize

por Gevartosky, Raysa, Carvalho, Humberto Fanelli, Costa-Neto, Germano, Montesinos-López, Osval A., Crossa, José, Fritsche-Neto, Roberto
Publicado 2023

Partial least squares enhance multi-trait genomic prediction of potato cultivars in new environments

por Ortiz, Rodomiro, Reslow, Fredrik, Montesinos-López, Abelardo, Huicho, José, Pérez-Rodríguez, Paulino, Montesinos-López, Osval A., Crossa, José
Publicado 2023

Threshold Models for Genome-Enabled Prediction of Ordinal Categorical Traits in Plant Breeding

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Pérez-Rodríguez, Paulino, de los Campos, Gustavo, Eskridge, Kent, Crossa, José
Publicado 2014

Multi-trait, Multi-environment Deep Learning Modeling for Genomic-Enabled Prediction of Plant Traits

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Crossa, José, Gianola, Daniel, Hernández-Suárez, Carlos M., Martín-Vallejo, Javier
Publicado 2018

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

Genomic-Enabled Prediction Kernel Models with Random Intercepts for Multi-environment Trials

por Cuevas, Jaime, Granato, Italo, Fritsche-Neto, Roberto, Montesinos-Lopez, Osval A., Burgueño, Juan, Bandeira e Sousa, Massaine, Crossa, José
Publicado 2018