SNPs selection using support vector regression and genetic algorithms in GWAS - de Oliveira, Fabrízzio Condé; Borges, Carlos Cristiano Hasenclever; Almeida, Fernanda Nascimento; e Silva, Fabyano Fonseca; da Silva Verneque, Rui; da Silva, Marcos Vinicius GB; Arbex, Wagner (BMC genomics, 2014)
Keywords: Algorithms; Analysis; Animal Genetics and Genomics; Animals; Artificial Intelligence; Bioinformatics; Biology; Biomedical and Life Sciences; Cattle - genetics; Computational Biology; Computer science; Computer Simulation; Databases, Nucleic Acid; Female; Genetic Markers; Genetic Techniques; Genetic vectors; Genome-Wide Association Study - methods; Genomics; Genotype & phenotype; Life Sciences; Male; Meetings; Microarrays; Microbial Genetics and Genomics; Models, Statistical; Peer review; Phenotype; Plant Genetics and Genomics; Polymorphism, Single Nucleotide; Proteomics; Quality control; Software; Statistical methods; Studies; support vector regression; Pearson Universal kernel; wrapper; GWAS; Single nucleotide polymorphisms; genetic algorithms