Machine learning algorithms translate big data into predictive breeding accuracy.

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Bibliographic Details
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
Description
ISSN:1878-4372
DOI:10.1016/j.tplants.2024.09.011