Resultados de búsqueda

A marker weighting approach for enhancing within-family accuracy in genomic prediction por Montesinos-Lopez, Osval A., Crespo Herrera, Leonardo A., Xavier, Alencar, Gowda, Manje, Beyene, Yoseph, Saint Pierre, Carolina, Rosa-Santamaria, Roberto de la, Salinas-Ruiz, Josafhat, Gerard, Guillermo S., Vitale, Paolo, Dreisigacker, Susanne, Lillemo, Morten, Grignola, Fernando, Sarinelli, Martin, Pozzo, Ezequiel, Quiroga, Marco, Montesinos-Lopez, Abelardo, Crossa, José

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Feature engineering of environmental covariates improves plant genomic-enabled prediction por Montesinos-Lopez, Osval A., Crespo-Herrera, Leonardo A., Saint Pierre, Carolina, Cano-Paez, Bernabe, Huerta Prado, Gloria Isabel, Mosqueda-Gonzalez, Brandon Alejandro, Ramos-Pulido, Sofia, Gerard, Guillermo S., Khalid Alnowibet, Fritsche-Neto, Roberto, Montesinos-Lopez, Abelardo, Crossa, José

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Optimizing genomic parental selection for categorical and continuous-categorical multi-trait mixtures por Villar-Hernandez, Bartolo de Jesús, Perez-Rodriguez, Paulino, Vitale, Paolo, Gerard, Guillermo S., Montesinos-Lopez, Osval A., Saint Pierre, Carolina, Crossa, José, Dreisigacker, Susanne

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A graph model for genomic prediction in the context of a linear mixed model framework por Montesinos-Lopez, Osval A., Huerta Prado, Gloria Isabel, Montesinos-Lopez, José Cricelio, Montesinos-Lopez, Abelardo, Crossa, José

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Data augmentation enhances plant-genomic-enabled predictions por Montesinos-Lopez, Osval A., Solis-Camacho, Mario Alberto, Crespo Herrera, Leonardo A., Saint Pierre, Carolina, Huerta Prado, Gloria Isabel, Ramos-Pulido, Sofia, Al-Nowibet, Khalid, Fritsche-Neto, Roberto, Gerard, Guillermo S., Montesinos-Lopez, Abelardo, Crossa, José

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Use of remote sensing for linkage mapping and genomic prediction for common rust resistance in maize por Loladze, Alexander, Rodrigues, Francelino A., Petroli, Cesar D., Muñoz-Zavala, Carlos, Naranjo, Sergio, San Vicente García, Felix M., Gerard, Bruno G., Montesinos-Lopez, Osval A., Crossa, Jose, Martini, Johannes W.R.

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Wheat genetic resources have avoided disease pandemics, improved food security, and reduced environmental footprints: A review of historical impacts and future opportunities por King, Julie, Dreisigacker, Susanne, Reynolds, Matthew P., Bandyopadhyay, Anindya, Braun, Hans Joachim, Crespo-Herrera, Leonardo, Crossa, Jose, Govindan, Velu, Huerta-Espino, Julio, Ibba, Maria Itria, Robles-Zazueta, Carlos A., Saint Pierre, Carolina, Pawan Kumar Singh, Singh, Ravi P., Achary, V. Mohan Murali, Bhavani, Sridhar, Blasch, Gerald, Shifeng Cheng, Dempewolf, Hannes, Flavell, Richard B., Gerard, Guillermo S., Grewal, Surbhi, Griffiths, Simon, Hawkesford, Malcolm J., Xinyao He, Hearne, Sarah, Hodson, David P., Howell, Phil, Jalal Kamali, Mohammad Reza, Karwat, Hannes, Kilian, Benjamin, King, Ian P., Kishii, Masahiro, Kommerell, Victor Maurice, Lagudah, Evans S., Caixia Lan, Montesinos-Lopez, Osval A., Nicholson, Paul, Pérez- Rodríguez, Paulino, Pinto Espinosa, Francisco, Pixley, Kevin V., Rebetzke, Greg J., Rivera Amado, A. Carolina, Sansaloni, Carolina P., Schulthess, Urs, Sharma, Shivali, Shewry, Peter, Guntar Subbarao, Tiwari, Thakur Prasad, Trethowan, Richard M., Uauy, Cristobal

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Refining penalized ridge regression: a novel method for optimizing the regularization parameter in genomic prediction por Montesinos-López, Abelardo, Montesinos-Lopez, Osval A., Lecumberry, Federico, Fariello, María I., Montesinos-Lopez, José C., Crossa, José

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A review of multimodal deep learning methods for genomic-enabled prediction in plant breeding por Montesinos-Lopez, Osval A., Chavira-Flores, Moises, Kismiantini, Crespo-Herrera, Leonardo A., Saint Pierre, Carolina, Huihui Li, Fritsche-Neto, Roberto, Khalid Al-Nowibet, Montesinos-Lopez, Abelardo, Crossa, José

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Machine learning algorithms translate big data into predictive breeding accuracy por Crossa, José, Montesinos-Lopez, Osval A., Costa-Neto, Germano, Vitale, Paolo, Martini, Johannes W.R., Runcie, Daniel E., Fritsche-Neto, Roberto, Montesinos-Lopez, Abelardo, Perez-Rodriguez, Paulino, Gerard, Guillermo S., Dreisigacker, Susanna, Crespo-Herrera, Leonardo A., Saint Pierre, Carolina, Lillemo, Morten, Cuevas, Jaime, Bentley, Alison R., Ortiz, Rodomiro

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Genotype performance estimation in targeted production environments by using sparse genomic prediction por Montesinos-Lopez, Osval A., Vitale, Paolo, Gerard, Guillermo S., Crespo-Herrera, Leonardo A., Saint Pierre, Carolina, Montesinos-López, Abelardo, Crossa, José

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Multispectral and thermal infrared data, visual scores for severity of common rust symptoms, and genotypic single nucleotide polymorphism data of three F2-derived biparental double... por Loladze, Alexander, Rodrigues, Francelino, Petroli, Cesar, Muñoz-Zavala, Carlos, Naranjo, Sergio, San Vicente Garcia, Felix M., Gerard, Bruno, Montesinos-Lopez, Osval A., Crossa, Jose, Martini, Johannes W.R.

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Balancing sensitivity and specificity enhances top and bottom ranking in genomic prediction of cultivars por Montesinos-Lopez, Osval A., Kismiantini, Alemu, Admas, Montesinos-López, Abelardo, Montesinos-Lopez, José Cricelio, Crossa, Jose

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Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software por Crossa, José, Martini, Johannes W.R., Vitale, Paolo, Perez-Rodriguez, Paulino, Costa-Neto, Germano, Fritsche-Neto, Roberto, Runcie, Daniel E., Cuevas, Jaime, Toledo, Fernando H., Huihui Li, De Vita, Pasquale, Gerard, Guillermo S., Dreisigacker, Susanne, Crespo-Herrera, Leonardo A., Saint Pierre, Carolina, Bentley, Alison R., Lillemo, Morten, Ortiz, Rodomiro, Montesinos-Lopez, Osval A., Montesinos-López, Abelardo

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Optimizing genomic prediction with transfer learning under a ridge regression framework por Montesinos-Lopez, Osval A., Barajas-Ramirez, Eduardo A., Salinas Ruiz, Josafhat, Montesinos-López, Abelardo, Gerard, Guillermo S., Vitale, Paolo, Dreisigacker, Susanne, Saint Pierre, Carolina, Crossa, José

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Boosting genomic prediction transferability with sparse testing por Montesinos-Lopez, Osval A., Crossa, Jose, Vitale, Paolo, Gerard, Guillermo S., Crespo Herrera, Leonardo A., Dreisigacker, Susanne, Saint Pierre, Carolina, Delgado-Enciso, Iván, Montesinos-López, Abelardo, Howard, Reka

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Enhancing wheat genomic prediction by a hybrid kernel approach por Cuevas, Jaime, Crossa, Jose, Montesinos-Lopez, Abelardo, Martini, Johannes W.R., Gerard, Guillermo Sebastián, Ortegón, Jaime, Dreisigacker, Susanne, Velu, Govindan, Perez-Rodriguez, Paulino, Saint Pierre, Carolina, Crespo-Herrera, Leonardo Abdiel, Montesinos-Lopez, Osval A., Vitale, Paolo

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