Showing 1 - 20 results of 23 for search 'Abelardo Montesinos‐López', query time: 0.03s
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A General-Purpose Machine Learning R Library for Sparse Kernels Methods With an Application for Genome-Based Prediction by Osval Antonio Montesinos López, Brandon Alejandro Mosqueda González, Abel Palafox González, Abelardo Montesinos López, José Crossa, José Crossa
Published 2022-06-01
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A Comparison of Three Machine Learning Methods for Multivariate Genomic Prediction Using the Sparse Kernels Method (SKM) Library by Osval A. Montesinos-López, Abelardo Montesinos-López, Bernabe Cano-Paez, Carlos Moisés Hernández-Suárez, Pedro C. Santana-Mancilla, José Crossa
Published 2022-08-01
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Comparing gradient boosting machine and Bayesian threshold BLUP for genome‐based prediction of categorical traits in wheat breeding by Osval Antonio Montesinos‐López, Henry Nicole Gonzalez, Abelardo Montesinos‐López, María Daza‐Torres, Morten Lillemo, José Cricelio Montesinos‐López, José Crossa
Published 2022-09-01
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Multi-trait genome prediction of new environments with partial least squares by Osval A. Montesinos-López, Abelardo Montesinos-López, David Alejandro Bernal Sandoval, Brandon Alejandro Mosqueda-Gonzalez, Marco Alberto Valenzo-Jiménez, José Crossa, José Crossa
Published 2022-09-01
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Multimodal deep learning methods enhance genomic prediction of wheat breeding by Abelardo Montesinos-López, Carolina Rivera, Francisco Pinto, Francisco Piñera, David Gonzalez, Mathew Reynolds, Paulino Pérez-Rodríguez, Huihui Li, Osval A Montesinos-López, Jose Crossa
Published 2023-02-01
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Integrating Parental Phenotypic Data Enhances Prediction Accuracy of Hybrids in Wheat Traits by Osval A. Montesinos-López, Alison R. Bentley, Carolina Saint Pierre, Leonardo Crespo-Herrera, Josafhat Salinas Ruiz, Patricia Edwigis Valladares-Celis, Abelardo Montesinos-López, José Crossa
Published 2023-02-01
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Efficacy of plant breeding using genomic information by Osval A. Montesinos‐López, Alison R. Bentley, Carolina Saint Pierre, Leonardo Crespo‐Herrera, Leonardo Rebollar‐Ruellas, Patricia Edwigis Valladares‐Celis, Morten Lillemo, Abelardo Montesinos‐López, José Crossa
Published 2023-06-01
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A novel method for genomic-enabled prediction of cultivars in new environments by Osval A. Montesinos-López, Sofia Ramos-Pulido, Carlos Moisés Hernández-Suárez, Brandon Alejandro Mosqueda González, Felícitas Alejandra Valladares-Anguiano, Paolo Vitale, Abelardo Montesinos-López, José Crossa, José Crossa, José Crossa
Published 2023-07-01
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Multivariate Genomic Hybrid Prediction with Kernels and Parental Information by Osval A. Montesinos-López, José Crossa, Carolina Saint Pierre, Guillermo Gerard, Marco Alberto Valenzo-Jiménez, Paolo Vitale, Patricia Edwigis Valladares-Cellis, Raymundo Buenrostro-Mariscal, Abelardo Montesinos-López, Leonardo Crespo-Herrera
Published 2023-09-01
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Data Augmentation Enhances Plant-Genomic-Enabled Predictions by Osval A. Montesinos-López, Mario Alberto Solis-Camacho, Leonardo Crespo-Herrera, Carolina Saint Pierre, Gloria Isabel Huerta Prado, Sofia Ramos-Pulido, Khalid Al-Nowibet, Roberto Fritsche-Neto, Guillermo Gerard, Abelardo Montesinos-López, José Crossa
Published 2024-02-01
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