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	61.	Bayesian multitrait kernel methods improve multienvironment genome-based prediction by Montesinos-Lopez, O.A Montesinos-Lopez, J.C Montesinos-Lopez, A Ramirez-Alcaraz, J.M Poland, J.A Singh, R.P Dreisigacker, S Crespo-Herrera, L.A Mondal, S Velu, G JULIANA P Huerta-Espino, J Shrestha, S Varshney, R.K Crossa, J Material type: Article; Type of continuing resource: periodical Language: English Publication details: Bethesda, MD (USA) : Oxford University Press, 2022 In: G3: Genes, Genomes, Genetics v. 12, no. 2, art. jkab406 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	62.	Using an incomplete block design to allocate lines to environments improves sparse genome-based prediction in plant breeding by Montesinos-Lopez, O.A Montesinos-Lopez, A Acosta, R Varshney, R.K Bentley, A.R Crossa, J Material type: Article Language: English Publication details: Madison, WI (USA) : Crop Science Society of America, 2022 In: Plant Genome v. 15, no. 1, e20194 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	63.	Automated Machine Learning : A Case Study of Genomic “Image-Based” Prediction in Maize Hybrids by Galli, G Sabadin, F Yassue, R.M Galves, C Fanelli Carvalho, H Crossa, J Montesinos-Lopez, O.A Fritsche-Neto, R Material type: Article Language: English Publication details: Switzerland : Frontiers, 2022 In: Frontiers in Plant Science v. 13, art. 845524 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	64.	Chapter 9. Genome and Environment Based Prediction Models and Methods of Complex Traits Incorporating Genotype × Environment Interaction by Crossa, J Montesinos-Lopez, O.A Perez-Rodriguez, P Costa-Neto, G Fritsche-Neto, R Ortiz, R Martini, J.W.R Lillemo, M Montesinos-Lopez, A Jarquín, D Breseghello, F Cuevas, J Rincent, R Material type: Text Language: English Publication details: New York (USA) : Humana Press Inc., 2022 In: Methods in Molecular Biology v. 2467, p. 245-283 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	65.	Comparing gradient boosting machine and Bayesian threshold BLUP for genome-based prediction of categorical traits in wheat breeding by Montesinos-Lopez, O.A Gonzalez, H.N Montesinos-Lopez, A Daza-Torres, M Lillemo, M Montesinos-Lopez, J.C Crossa, J Material type: Article Language: English Publication details: Madison, WI (USA) : Wiley, 2022 In: Plant Genome v. 15, no. 3, e20214 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	66.	A general-purpose machine learning r library for sparse kernels methods with an application for genome-based prediction by Montesinos-Lopez, O.A Mosqueda-Gonzalez, B.A Palafox González, A Montesinos-Lopez, A Crossa, J Material type: Article Language: English Publication details: Switzerland : Frontiers, 2022 In: Frontiers in Genetics v. 13, art. 887643 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	67.	A comparison of three machine learning methods for multivariate genomic prediction using the sparse kernels method (SKM) library by Montesinos-Lopez, O.A Montesinos-Lopez, A Cano-Paez, B Hernández Suárez, C.M Santana-Mancilla, P.C Crossa, J Material type: Article Language: English Publication details: Basel (Switzerland) : MDPI, 2022 In: Genes v. 13, no. 8, art. 1494 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	68.	Partial least squares enhances genomic prediction of new environments by Montesinos-Lopez, O.A Montesinos-Lopez, A Kismiantini Roman-Gallardo, A Gardner, K.A Lillemo, M Fritsche-Neto, R Crossa, J Material type: Article Language: English Publication details: Switzerland : Frontiers, 2022 In: Frontiers in Genetics v. 13, art. 920689 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	69.	Multi-trait genome prediction of new environments with partial least squares by Montesinos-Lopez, O.A Montesinos-Lopez, A Bernal Sandoval, D.A Mosqueda-Gonzalez, B.A Valenzo-Jiménez, M.A Crossa, J Material type: Article Language: English Publication details: Switzerland : Frontiers, 2022 In: Frontiers in Genetics v. 13, art. 966775 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	70.	Envirome-wide associations enhance multi-year genome-based prediction of historical wheat breeding data by Costa-Neto, G Crespo-Herrera, L.A Fradgley, N. S Gardner, K.A Bentley, A.R Dreisigacker, S Fritsche-Neto, R Montesinos-Lopez, O.A Crossa, J Material type: Article Language: English Publication details: Bethesda, MD (USA) : Genetics Society of America, 2023 In: G3: Genes, Genomes, Genetics v. 13, no. 2, art. jkac313 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	71.	A comparison between three tuning strategies for gaussian kernels in the context of univariate genomic prediction by Montesinos-Lopez, O.A Carter, A Bernal Sandoval, D.A Cano-Paez, B Montesinos-Lopez, A Crossa, J Material type: Article; Type of continuing resource: periodical Language: English Publication details: Basel (Switzerland) : MDPI, 2022 In: Genes v. 13, no. 12 art. 2282. Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	72.	A multi-trait gaussian kernel genomic prediction model under three tunning strategies by Kismiantini Montesinos-Lopez, A Cano-Paez, B Montesinos-Lopez, J.C Chavira-Flores, M Montesinos-Lopez, O.A Crossa, J Material type: Article; Type of continuing resource: periodical Language: English Publication details: Basel (Switzerland) : MDPI, 2022 In: Genes v. 13, no. 12, art. 2279 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	73.	Enviromic-based kernels may optimize resource allocation with multi-trait multi-environment genomic prediction for tropical maize by Gevartosky, R Fanelli Carvalho, H Costa-Neto, G Montesinos-Lopez, O.A Crossa, J Fritsche-Neto, R Material type: Article; Type of continuing resource: periodical Language: English Publication details: London (United Kingdom) : BioMed Central, 2023 In: BMC Plant Biology v. 23, no. 1, art. 10 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	74.	Sparse multi-trait genomic prediction under balanced incomplete block design by Montesinos-Lopez, O.A Mosqueda-Gonzalez, B.A Salinas-Ruiz, J Montesinos-Lopez, A Crossa, J Material type: Article Language: English Publication details: USA : Wiley, 2023 In: Plant Genome v. 16, no. 2, e20305 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	75.	Integrating parental phenotypic data enhances prediction accuracy of hybrids in wheat traits by Montesinos-Lopez, O.A Bentley, A.R Saint Pierre, C Crespo-Herrera, L.A Salinas-Ruiz, J Valladares-Celis, P.C Montesinos-Lopez, A Crossa, J Material type: Article Language: English Publication details: Basel (Switzerland) : MDPI, 2023 In: Genes v. 14, no. 2, art. 395 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	76.	Multimodal deep learning methods enhance genomic prediction of wheat breeding by Montesinos-Lopez, A Rivera, C Pinto Espinosa, F Piñera Chavez, F.J González-Diéguez, D.O Reynolds, M.P Perez-Rodriguez, P Huihui Li Montesinos-Lopez, O.A Crossa, J Material type: Article Language: English Publication details: Bethesda, MD (USA) : Genetics Society of America, 2023 In: G3: Genes, Genomes, Genetics v. 13, no. 5, art. jkad045 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	77.	Genomics combined with UAS data enhances prediction of grain yield in winter wheat by Montesinos-Lopez, O.A Herr, A.W Crossa, J Carter, A Material type: Article Language: English Publication details: Switzerland : Frontiers Media, 2023 In: Frontiers in Genetics v. 14, art. 1124218 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	78.	Efficacy of plant breeding using genomic information by Montesinos-Lopez, O.A Bentley, A.R Saint Pierre, C Crespo-Herrera, L.A Rebollar-Ruellas, L Valladares-Celis, P.C Lillemo, M Montesinos-Lopez, A Crossa, J Material type: Article Language: English Publication details: USA : John Wiley and Sons Inc,, 2023 In: Plant Genome v. 16, n. 2, e20346 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	79.	Statistical machine-learning methods for genomic prediction using the SKM library by Montesinos-Lopez, O.A Mosqueda-Gonzalez, B.A Montesinos-Lopez, A Crossa, J Material type: Article Language: English Publication details: Basel (Switzerland) : MDPI, 2023 In: Genes v. 14, no. 5, art. 1003 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	80.	Optimizing sparse testing for genomic prediction of plant breeding crops by Montesinos-Lopez, O.A Saint Pierre, C Gezan, S.A Bentley, A.R Mosqueda-Gonzalez, B.A Montesinos-Lopez, A Eeuwijk, F.A. van Beyene, Y Gowda, M Gardner, K.A Gerard, G.S Crespo-Herrera, L.A Crossa, J Material type: Article Language: English Publication details: Basel (Switzerland) : MDPI, 2023 In: Genes v. 14, no. 4, art. 927 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)

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