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Machine learning algorithms translate big data into predictive breeding accuracy.

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Title: Machine learning algorithms translate big data into predictive breeding accuracy.
Authors: Crossa J; Louisiana State University, College of Agriculture, Baton Rouge, LA, USA; Colegio de Postgraduados, Montecillos, CP 56230, Estado de México, Mexico; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico; Department of Statistics and Operations Research and Distinguished Scientist Fellowship Program, King Saud University, Riyadh 11451, Saudi Arabia., Montesinos-Lopez OA; Facultad de Telemática, Universidad de Colima, CP 28040 Estado de Colima, Mexico., Costa-Neto G; Cornell University Ithaca, New York, NY, USA., Vitale P; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico., Martini JWR; Aardevo B.V., Nagele, The Netherlands., Runcie D; Department of Plant Sciences, University of California Davis, Davis, CA, USA., Fritsche-Neto R; Louisiana State University, College of Agriculture, Baton Rouge, LA, USA., Montesinos-Lopez A; Departamento de Matemáticas, Centro Universitario de Ciencias Exactas e Ingenierías (CUCEI), Universidad de Guadalajara, 44430 Guadalajara, Jalisco, Mexico., Pérez-Rodríguez P; Colegio de Postgraduados, Montecillos, CP 56230, Estado de México, Mexico., Gerard G; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico., Dreisigacker S; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico., Crespo-Herrera L; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico., Pierre CS; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico., Lillemo M; Norwegian University of Life Science (NMBU), Department of Plant Science, Ås, Norway., Cuevas J; Universidad de Quintana Roo, Chetumal, Quintana Roo, 77019, Mexico., Bentley A; Australian National University, Research School of Biology, Canberra, NSW, Australia. Electronic address: Alison.Bentley@anu.edu.au., Ortiz R; Department of Plant Breeding, Swedish University of Agricultural Sciences (SLU), PO Box 190 Sundsvagen 10, SE 23422 Lomma, Sweden. Electronic address: rodomiro.ortiz@slu.se.
Source: Trends in plant science [Trends Plant Sci] 2025 Feb; Vol. 30 (2), pp. 167-184. Date of Electronic Publication: 2024 Oct 26.
Publication Type: Journal Article; Review
Journal Info: Publisher: Elsevier Science, Ltd Country of Publication: England NLM ID: 9890299 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-4372 (Electronic) Linking ISSN: 13601385 NLM ISO Abbreviation: Trends Plant Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning algorithms translate big data into predictive breeding accuracy.
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  Data: <searchLink fieldCode="AU" term="%22Crossa+J%22">Crossa J</searchLink>; Louisiana State University, College of Agriculture, Baton Rouge, LA, USA; Colegio de Postgraduados, Montecillos, CP 56230, Estado de México, Mexico; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico; Department of Statistics and Operations Research and Distinguished Scientist Fellowship Program, King Saud University, Riyadh 11451, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Montesinos-Lopez+OA%22">Montesinos-Lopez OA</searchLink>; Facultad de Telemática, Universidad de Colima, CP 28040 Estado de Colima, Mexico.<br /><searchLink fieldCode="AU" term="%22Costa-Neto+G%22">Costa-Neto G</searchLink>; Cornell University Ithaca, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Vitale+P%22">Vitale P</searchLink>; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico.<br /><searchLink fieldCode="AU" term="%22Martini+JWR%22">Martini JWR</searchLink>; Aardevo B.V., Nagele, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Runcie+D%22">Runcie D</searchLink>; Department of Plant Sciences, University of California Davis, Davis, CA, USA.<br /><searchLink fieldCode="AU" term="%22Fritsche-Neto+R%22">Fritsche-Neto R</searchLink>; Louisiana State University, College of Agriculture, Baton Rouge, LA, USA.<br /><searchLink fieldCode="AU" term="%22Montesinos-Lopez+A%22">Montesinos-Lopez A</searchLink>; Departamento de Matemáticas, Centro Universitario de Ciencias Exactas e Ingenierías (CUCEI), Universidad de Guadalajara, 44430 Guadalajara, Jalisco, Mexico.<br /><searchLink fieldCode="AU" term="%22Pérez-Rodríguez+P%22">Pérez-Rodríguez P</searchLink>; Colegio de Postgraduados, Montecillos, CP 56230, Estado de México, Mexico.<br /><searchLink fieldCode="AU" term="%22Gerard+G%22">Gerard G</searchLink>; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico.<br /><searchLink fieldCode="AU" term="%22Dreisigacker+S%22">Dreisigacker S</searchLink>; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico.<br /><searchLink fieldCode="AU" term="%22Crespo-Herrera+L%22">Crespo-Herrera L</searchLink>; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico.<br /><searchLink fieldCode="AU" term="%22Pierre+CS%22">Pierre CS</searchLink>; International Maize and Wheat Improvement Center (CIMMYT), Carretera México- Veracruz Km 45, El Batán, Texcoco, CP 56237, Estado de México, Mexico.<br /><searchLink fieldCode="AU" term="%22Lillemo+M%22">Lillemo M</searchLink>; Norwegian University of Life Science (NMBU), Department of Plant Science, Ås, Norway.<br /><searchLink fieldCode="AU" term="%22Cuevas+J%22">Cuevas J</searchLink>; Universidad de Quintana Roo, Chetumal, Quintana Roo, 77019, Mexico.<br /><searchLink fieldCode="AU" term="%22Bentley+A%22">Bentley A</searchLink>; Australian National University, Research School of Biology, Canberra, NSW, Australia. Electronic address: Alison.Bentley@anu.edu.au.<br /><searchLink fieldCode="AU" term="%22Ortiz+R%22">Ortiz R</searchLink>; Department of Plant Breeding, Swedish University of Agricultural Sciences (SLU), PO Box 190 Sundsvagen 10, SE 23422 Lomma, Sweden. Electronic address: rodomiro.ortiz@slu.se.
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  Data: <searchLink fieldCode="JN" term="%229890299%22">Trends in plant science</searchLink> [Trends Plant Sci] 2025 Feb; Vol. 30 (2), pp. 167-184. <i>Date of Electronic Publication: </i>2024 Oct 26.
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        Text: English
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