Genomic prediction through machine learning and neural networks for traits with epistasis.

Costa, Weverton Gomes da; Celeri, Maurício de Oliveira; Barbosa, Ivan de Paiva; Silva, Gabi Nunes; Azevedo, Camila Ferreira; Borem, Aluizio; Nascimento, Moysés; Cruz, Cosme Damião

Costa, Weverton Gomes da; Celeri, Maurício de Oliveira; Barbosa, Ivan de Paiva; Silva, Gabi Nunes; Azevedo, Camila Ferreira; Borem, Aluizio; Nascimento, Moysés; Cruz, Cosme Damião.

Affiliation

Costa WGD; Department of General Biology, Bioinformatics Laboratory, Federal University of Viçosa, Viçosa, MG, Brazil.
Celeri MO; Department of Statistics, Laboratory of Computational Intelligence and Statistical Learning, Federal University of Viçosa - UFV, Viçosa, MG, Brazil.
Barbosa IP; Department of Agronomy, Federal University of Viçosa, Viçosa, MG, Brazil.
Silva GN; Department of Mathematics and Statistics, Federal University of Rondônia, Ji-Paraná Campus, RO, Brazil.
Azevedo CF; Department of Agronomy, Federal University of Viçosa, Viçosa, MG, Brazil.
Borem A; Department of Agronomy, Federal University of Viçosa, Viçosa, MG, Brazil.
Nascimento M; Department of Statistics, Laboratory of Computational Intelligence and Statistical Learning, Federal University of Viçosa - UFV, Viçosa, MG, Brazil.
Cruz CD; Department of General Biology, Bioinformatics Laboratory, Federal University of Viçosa, Viçosa, MG, Brazil.

Comput Struct Biotechnol J ; 20: 5490-5499, 2022.

Article in En | MEDLINE | ID: mdl-36249559

Key words

Genome wide selection; Genome-enabled prediction; Multivariate adaptive regression splines; Non-additive effects; Quantitative trait locus

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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: Comput Struct Biotechnol J Year: 2022 Document type: Article Affiliation country: Brazil Country of publication: Netherlands

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