Impact of missing data imputation methods on gene expression clustering and classification

BACKGROUND: Several missing value imputation methods for gene expression data have been proposed in the literature. In the past few years, researchers have been putting a great deal of effort into presenting systematic evaluations of the different imputation algorithms. Initially, most algorithms we...

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Detalles Bibliográficos
Autores principales: de Souto, Marcilio CP, Jaskowiak, Pablo A, Costa, Ivan G
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4350881/
https://www.ncbi.nlm.nih.gov/pubmed/25888091
http://dx.doi.org/10.1186/s12859-015-0494-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4350881/
https://www.ncbi.nlm.nih.gov/pubmed/25888091
http://dx.doi.org/10.1186/s12859-015-0494-3

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