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A New Gene Selection Technique Using Feature Selection Methodology Noushin Ghaffari
 

Summary: A New Gene Selection Technique Using Feature Selection Methodology
Noushin Ghaffari
University of Houston ­ Clear Lake
Houston, Texas 77058
Ghaffarin8978@UHCL.EDU
Hisham Al-Mubaid
University of Houston ­Clear Lake
Houston, Texas 77058
hisham@UHCL.EDU
Abstract
The DNA Microarray technology can measure the
expression levels of thousands of genes simultaneously, and
produces huge volumes of gene expression data. Such gene
data include complex variations among expression levels of
genes in the various classes of samples, which allows for
classifying and clustering the samples based on only a small
subset of genes. We aim to identify those genes that
demonstrate high capabilities of discrimination between the
classes of samples (e.g. the normal vs disease tissue
samples). We present a new technique for gene selection

  

Source: Al-Mubaid, Hisham - School of Science and Computer Engineering, University of Houston-Clear Lake

 

Collections: Computer Technologies and Information Sciences