Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms
Poster
| Autores principales: | , , , , |
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| Formato: | info:ar-repo/semantics/documento de conferencia |
| Lenguaje: | Inglés |
| Publicado: |
Network of Women in Bioinformatics and Data Science
2022
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| Materias: | |
| Acceso en línea: | http://hdl.handle.net/20.500.12123/11715 |
| _version_ | 1855036623794733056 |
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| author | Raschia, Maria Agustina Ríos, Pablo J. Maizon, Daniel Omar Demitrio, Daniel Arturo Poli, Mario Andres |
| author_browse | Demitrio, Daniel Arturo Maizon, Daniel Omar Poli, Mario Andres Raschia, Maria Agustina Ríos, Pablo J. |
| author_facet | Raschia, Maria Agustina Ríos, Pablo J. Maizon, Daniel Omar Demitrio, Daniel Arturo Poli, Mario Andres |
| author_sort | Raschia, Maria Agustina |
| collection | INTA Digital |
| description | Poster |
| format | info:ar-repo/semantics/documento de conferencia |
| id | INTA11715 |
| institution | Instituto Nacional de Tecnología Agropecuaria (INTA -Argentina) |
| language | Inglés |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | Network of Women in Bioinformatics and Data Science |
| publisherStr | Network of Women in Bioinformatics and Data Science |
| record_format | dspace |
| spelling | INTA117152022-04-25T10:31:08Z Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms Raschia, Maria Agustina Ríos, Pablo J. Maizon, Daniel Omar Demitrio, Daniel Arturo Poli, Mario Andres Milk Production Dairy Cattle Machine Learning Algorithms Single Nucleotide Polymorphism Producción Lechera Ganado de Leche Aprendizaje Electrónico Algoritmos Polimorfismo de un Solo Nucleótido Poster Background: 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. Instituto de Genética Fil: Raschia, Maria Agustina. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Genética; Argentina Fil: Raschia, Maria Agustina. Universidad Nacional de La Plata. Facultad de Ciencias Médicas; Argentina Fil: Ríos, Pablo J. Universidad de Buenos Aires; Argentina Fil: Ríos, Pablo J. Universidad Nacional de La Plata. Facultad de Ciencias Exactas; Argentina Fil: Maizon, Daniel Omar. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Anguil; Argentina Fil: Maizon, Daniel Omar. Universidad Nacional de La Pampa. Facultad de Agronomía; Argentina Fil: Demitrio, Daniel Arturo. Instituto Nacional de Tecnología Agropecuaria (INTA). Dirección General de Sistemas de Información, Comunicación y Procesos. Gerencia de Informática y Gestión de la Información; Argentina Fil: Demitrio, Daniel Arturo. Universidad Nacional de La Plata. Facultad de Ciencias Exactas; Argentina Fil: Poli, Mario Andres. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Genética; Argentina Fil: Poli, Mario Andres. Universidad del Salvador. Facultad de Ciencias Agrarias y Veterinaria; Argentina 2022-04-25T10:22:28Z 2022-04-25T10:22:28Z 2021-09 info:ar-repo/semantics/documento de conferencia info:eu-repo/semantics/conferenceObject info:eu-repo/semantics/acceptedVersion http://hdl.handle.net/20.500.12123/11715 eng info: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. info:eu-repograntAgreement/INTA/2019-PT-E6-I513-001/2019-PT-E6-I513-001/AR./Plataforma de mejoramiento animal info:eu-repograntAgreement/INTA/2019-PT-E9-I180-001/2019-PT-E9-I180-001/AR./TICs y gestión de Big Data info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by-nc-sa/4.0/ Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) application/pdf Network of Women in Bioinformatics and Data Science 2nd Women in Bioinformatics & Data Science Latin America Conference, 22 al 24 de septiembre de 2021 (virtual) |
| spellingShingle | Milk Production Dairy Cattle Machine Learning Algorithms Single Nucleotide Polymorphism Producción Lechera Ganado de Leche Aprendizaje Electrónico Algoritmos Polimorfismo de un Solo Nucleótido Raschia, Maria Agustina Ríos, Pablo J. Maizon, Daniel Omar Demitrio, Daniel Arturo Poli, Mario Andres Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms |
| title | Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms |
| title_full | Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms |
| title_fullStr | Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms |
| title_full_unstemmed | Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms |
| title_short | Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms |
| title_sort | relevant loci for milk production in dairy cattle obtained by machine learning algorithms |
| topic | Milk Production Dairy Cattle Machine Learning Algorithms Single Nucleotide Polymorphism Producción Lechera Ganado de Leche Aprendizaje Electrónico Algoritmos Polimorfismo de un Solo Nucleótido |
| url | http://hdl.handle.net/20.500.12123/11715 |
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