Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms

dc.creatorRaschia, Maria Agustina
dc.creatorRíos, Pablo J.
dc.creatorMaizon, Daniel Omar
dc.creatorDemitrio, Daniel Arturo
dc.creatorPoli, Mario Andres
dc.date.accessioned2022-04-25T10:22:28Z
dc.date.accessioned2023-03-15T14:14:30Z
dc.date.available2022-04-25T10:22:28Z
dc.date.available2023-03-15T14:14:30Z
dc.date.created2022-04-25T10:22:28Z
dc.date.issued2021-09
dc.identifierhttp://hdl.handle.net/20.500.12123/11715
dc.identifier.urihttps://repositorioslatinoamericanos.uchile.cl/handle/2250/6214670
dc.description.abstractBackground: Extensive genetic research focused on identifyng associations between single nucleotide polymorphism (SNP) markers located all over the genome and milk traits were conducted for different dairy cattle breeds. Most published genome-wide association studies (GWAS) were performed fitting linear, multivariate and Bayesian linear mixed models. Machine learning (ML) methods have been shown to be efficient in identifying SNP underlying a trait of interest.
dc.languageeng
dc.publisherNetwork of Women in Bioinformatics and Data Science
dc.relationinfo:eu-repograntAgreement/INTA/2019-PE-E6-I145-001/2019-PE-E6-I145-001/AR./Mejora genética objetiva para aumentar la eficiencia de los sistemas de producción animal.
dc.relationinfo:eu-repograntAgreement/INTA/2019-PT-E6-I513-001/2019-PT-E6-I513-001/AR./Plataforma de mejoramiento animal
dc.relationinfo:eu-repograntAgreement/INTA/2019-PT-E9-I180-001/2019-PT-E9-I180-001/AR./TICs y gestión de Big Data
dc.rightsinfo:eu-repo/semantics/openAccess
dc.source2nd Women in Bioinformatics & Data Science Latin America Conference, 22 al 24 de septiembre de 2021 (virtual)
dc.subjectMilk Production
dc.subjectDairy Cattle
dc.subjectMachine Learning
dc.subjectAlgorithms
dc.subjectSingle Nucleotide Polymorphism
dc.subjectProducción Lechera
dc.subjectGanado de Leche
dc.subjectAprendizaje Electrónico
dc.subjectAlgoritmos
dc.subjectPolimorfismo de un Solo Nucleótido
dc.titleRelevant loci for milk production in dairy cattle, obtained by machine learning algorithms
dc.typeinfo:ar-repo/semantics/documento de conferencia
dc.typeinfo:eu-repo/semantics/conferenceObject
dc.typeinfo:eu-repo/semantics/acceptedVersion


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