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Kernel-based distance metric learning for microarray data classification

BACKGROUND: The most fundamental task using gene expression data in clinical oncology is to classify tissue samples according to their gene expression levels. Compared with traditional pattern classifications, gene expression-based data classification is typically characterized by high dimensionalit...

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Detalhes bibliográficos
Main Authors: Xiong, Huilin, Chen, Xue-wen
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2006
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC1513256/
https://ncbi.nlm.nih.gov/pubmed/16774678
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-7-299
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