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    BMCBI
    2006
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    Spectral embedding finds meaningful (relevant) structure in image and microarray data
    14 years 11 months ago
    Spectral embedding finds meaningful (relevant) structure in image and microarray data
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    Background: Accurate methods for extraction of meaningful patterns in high dimensional data have become increasingly important with the recent generation of data types containing ...
    Brandon W. Higgs, Jennifer W. Weller, Jeffrey L. S...
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    BMCBI
    2010
    243views more  BMCBI 2010»
    Comparative study of unsupervised dimension reduction techniques for the visualization of microarray gene expression data
    14 years 11 months ago
    Comparative study of unsupervised dimension reduction techniques for the visualization of microarray gene expression data
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    Background: Visualization of DNA microarray data in two or three dimensional spaces is an important exploratory analysis step in order to detect quality issues or to generate new ...
    Christoph Bartenhagen, Hans-Ulrich Klein, Christia...
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