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Kernel Based Nonlinear Dimensionality Reduction and Classification for Genomic Microarray

Genomic microarrays are powerful research tools in bioinformatics and modern medicinal research because they enable massively-parallel assays and simultaneous monitoring of thousands of gene expression of biological samples. However, a simple microarray experiment often leads to very high-dimensiona...

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Detalles Bibliográficos
Autores principales: Li, Xuehua, Shu, Lan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3697169/
https://www.ncbi.nlm.nih.gov/pubmed/27879930
http://dx.doi.org/10.3390/s8074186