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	Provedor de dados Genet. Mol. Biol. (1) Autor Carvalho,André C. P. L. F. de (1) Lorena,Ana C. (1) Palavra-chave Machine learning (1) Pre-processing (1) Splice junction recognition (1) Tipo do documento Info:eu-repo/semantics/article (1) Ano 2004 (1) País Brazil (1) Idioma Inglês (1)		Ordenar por:  Relevância Autor Título Ano Registros recuperados: 1 Primeira ... 1 ... Última Evaluation of noise reduction techniques in the splice junction recognition problem Genet. Mol. Biol. Lorena,Ana C.; Carvalho,André C. P. L. F. de. The Human Genome Project has generated a large amount of sequence data. A number of works are currently concerned with analyzing these data. One of the analyses carried out is the identification of genes' structures on the sequences obtained. As such, one can search for particular signals associated with gene expression. Splice junctions represent a type of signal present on eukaryote genes. Many studies have applied Machine Learning techniques in the recognition of such regions. However, most of the genetic databases are characterized by the presence of noisy data, which can affect the performance of the learning techniques. This paper evaluates the effectiveness of five data pre-processing algorithms in the elimination of noisy instances from two splice... Tipo: Info:eu-repo/semantics/article Palavras-chave: Pre-processing; Machine learning; Splice junction recognition. Ano: 2004 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572004000400031 Registros recuperados: 1 Primeira ... 1 ... Última

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