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	1.	Predicting quantitative traits with regression models for dense molecular markers and pedigree by De los Campos, G Naya, H Gianola, D Crossa, J Legarra, A Manfredi, E Weigel, K Cotes, J.M Material type: Article; Type of continuing resource: periodical Language: English Publication details: USA : Genetics Society of America, 2009 In: Genetics v. 182, no. 1, p. 375-385 Online resources: Access only for CIMMYT Staff Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1)Call number: CIS-5581. Place hold Log in to add tags Add to cart (remove)
	2.	Genomic-enabled prediction based on molecular markers and pedigree using the Bayesian linear regression package in R by Perez-Rodriguez, P De los Campos, G Crossa, J Gianola, D Material type: Article; Type of continuing resource: periodical Language: English Publication details: Madison, WI (USA) : CSSA : Wiley, 2010 In: Plant Genome v. 3, no. 2, p. 106-116 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1)Call number: CIS-6069. Place hold Log in to add tags Add to cart (remove)
	3.	Prediction of Genetic Values of Quantitative Traits in Plant Breeding Using Pedigree and Molecular Markers by Crossa, J De los Campos, G Perez-Rodriguez, P Gianola, D Burgueño, J Araus, J.L Makumbi, D Singh, R.P Dreisigacker, S Jianbing Yan Arief, V.N Banziger, M Braun, H.J Material type: Article; Type of continuing resource: periodical Language: English Publication details: USA : Genetics Society of America, 2010 In: Genetics v. 186, no. 2, p. 713-724 Online resources: Access only for CIMMYT Staff Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1)Call number: CIS-6072. Place hold Log in to add tags Add to cart (remove)
	4.	Semi-parametric genomic-enabled prediction of genetic values using reproducing kernel Hilbert spaces methods by De los Campos, G Gianola, D Rosa, G.J.M Weigel, K Crossa, J Material type: Article; Type of continuing resource: periodical Language: English Publication details: United Kingdom : Cambridge University Press, 2010 In: Genetics Research v. 92, no. 4, p. 295-308 Online resources: Access only for CIMMYT Staff Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1)Call number: CIS-6074. Place hold Log in to add tags Add to cart (remove)
	5.	Genome-enabled prediction of genetic values using radial basis function neural networks by González-Camacho, J.M De los Campos, G Perez-Rodriguez, P Gianola, D Cairns, J.E Mahuku, G BABU, R Crossa, J Material type: Article; Format: print Language: English Publication details: Berlin (Germany) : Springer, 2012 In: Theoretical and Applied Genetics v. 125, no. 4, p. 759-771 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1)Call number: CIS-6766. Place hold Log in to add tags Add to cart (remove)
	6.	Comparison between linear and non-parametric regression models for genome-enabled prediction in wheat by Perez-Rodriguez, P Gianola, D González-Camacho, J.M Crossa, J Yann Manes Dreisigacker, S Material type: Article; Type of continuing resource: periodical Language: English Publication details: Bethesda, MD (USA) : Oxford University Press, 2012 In: G3: Genes, Genomes, Genetics v. 2, no. 12, p. 1595-1605 Online resources: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1)Call number: CIS-7035. Place hold Log in to add tags Add to cart (remove)
	7.	Applications of machine learning methods to genomic selection in breeding wheat for rust resistance by González-Camacho, J.M Ornella, L Perez-Rodriguez, P Gianola, D Dreisigacker, S Crossa, J Material type: Article; Type of continuing resource: periodical Language: English Publication details: Madison, U.S. : Crop Science Society of America, 2018 In: Plant Genome v. 11, no. 2, art. 170104 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)
	8.	A benchmarking between deep learning, support vector machine and bayesian threshold best linear unbiased prediction for predicting ordinal traits in plant breeding by Montesinos-Lopez, O.A Martin-Vallejo, J Crossa, J Gianola, D Hernández Suárez, C.M Montesinos-Lopez, A JULIANA P Singh, R.P Material type: Article; Type of continuing resource: periodical Language: English Publication details: Bethesda, MD : Genetics Society of America, 2019 In: G3: Genes, Genomes, Genetics v. 9, no. 2, p. 601-618 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)
	9.	New deep learning genomic-based prediction model for multiple traits with binary, ordinal, and continuous phenotypes by Montesinos-Lopez, O.A Martin-Vallejo, J Crossa, J Gianola, D Hernández Suárez, C.M Montesinos-Lopez, A JULIANA P Singh, R.P Material type: Article; Type of continuing resource: periodical Language: English Publication details: Bethesda, MD (USA) : Genetics Society of America, 2019 In: G3 : genes - genomes - genetics v. 9, no. 5, p. 1545-1556 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)
	10.	A robust Bayesian genome-based median regression model by Montesinos-Lopez, A Montesinos-Lopez, O.A Villa-Diharce, E.R Gianola, D Crossa, J Material type: Article; Type of continuing resource: periodical Language: English Publication details: Berlin (Germany) : Springer, 2019 In: Theoretical and Applied Genetics v. 132, no. 5, p. 1587-1606 Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	11.	Joint use of genome, pedigree, and their interaction with environment for predicting the performance of wheat lines in new environments by Howard, R Gianola, D Montesinos-Lopez, O.A JULIANA P Singh, R.P Poland, J.A Shrestha, S Perez-Rodriguez, P Crossa, J Jarquín, D Material type: Article; Type of continuing resource: periodical Language: English Publication details: Bethesda, MD (USA) : Genetics Society of America, 2019 In: G3: Genes, Genomes, Genetics v. 9, no. 9, p. 2925-2934 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)
	12.	Deep kernel and deep learning for genome-based prediction of single traits in multienvironment breeding trials by Crossa, J Martini, J.W.R Gianola, D Perez-Rodriguez, P Jarquín, D JULIANA P Montesinos-Lopez, O.A Cuevas, J Material type: Article; Type of continuing resource: periodical Language: English Publication details: Switzerland : Frontiers, 2019 In: Frontiers in Genetics v. 10, art. 1168 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)
	13.	Contribution of an additive locus to genetic variance when inheritance is multi-factorial with implications on interpretation of GWAS by Gianola, D Hospital, F Verrier, E Material type: Article; Type of continuing resource: periodical Language: English Publication details: Berlin (Germany) : Springer, 2013 In: Theoretical and Applied Genetics v. 126, no. 6, p. 1457-1472 Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	14.	Erratum to: Contribution of an additive locus to genetic variance when inheritance is multi-factorial with implications on interpretation of GWAS by Gianola, D Hospital, F Verrier, E Material type: Article; Type of continuing resource: periodical Language: English Publication details: Berlin (Germany) : Springer, 2013 In: Theoretical and Applied Genetics v. 126, no. 6, p. 1473–1475 Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1). Place hold Log in to add tags Add to cart (remove)
	15.	Genome-enabled prediction using probabilistic neural network classifiers by González-Camacho, J.M Crossa, J Perez-Rodriguez, P Ornella, L Gianola, D Material type: Article Language: English Publication details: London (United Kingdom) : BioMed Central, 2016 In: BMC Genomics v. 17, no. 1, art. 208 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)
	16.	Multi-environment genomic prediction of plant traits using deep learners with dense architecture by Montesinos-Lopez, A Montesinos-Lopez, O.A Gianola, D Crossa, J Hernández Suárez, C.M Material type: Article; Type of continuing resource: periodical Language: English Publication details: Bethesda, MD (USA) : Genetics Society of America, 2018 In: G3: Genes, Genomes, Genetics v. 8, no. 12, p. 3813-3828 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)
	17.	Multi-trait, multi-environment deep learning modeling for genomic-enabled prediction of plant traits by Montesinos-Lopez, O.A Montesinos-Lopez, A Crossa, J Gianola, D Hernández Suárez, C.M Martin-Vallejo, J Material type: Article; Type of continuing resource: periodical Language: English Publication details: Bethesda, MD (United States of America) : Genetics Society of America, 2018 In: G3: Genes, Genomes, Genetics v. 8, no. 12, p. 3829-3840 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)
	18.	Bayesian genomic-enabled prediction as an inverse problem by Cuevas, J Perez-Elizalde, S Soberanis, V Perez-Rodriguez, P Gianola, D Crossa, J Material type: Article; Format: print Language: English Publication details: Bethesda, MD (USA) : Genetics Society of America, 2014 In: G3: Genes, Genomes, Genetics v. 4, no. 10, p. 1991-2001 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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