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Microarray missing data imputation based on a set theoretic framework and biological knowledge

Gene expressions measured using microarrays usually suffer from the missing value problem. However, in many data analysis methods, a complete data matrix is required. Although existing missing value imputation algorithms have shown good performance to deal with missing values, they also have their l...

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Detalhes bibliográficos
Main Authors: Gan, Xiangchao, Liew, Alan Wee-Chung, Yan, Hong
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2006
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC1409680/
https://ncbi.nlm.nih.gov/pubmed/16549873
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/nar/gkl047
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