Dimension reduction methods for microarray data: a review

Dimension reduction has become inevitable for pre-processing of high dimensional data. “Gene expression microarray data” is an instance of such high dimensional data. Gene expression microarray data displays the maximum number of genes (features) simultaneously at a molecular level with a very small...

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Bibliographic Details
Main Authors: Rabia Aziz, C.K. Verma, Namita Srivastava
Format: Article
Language:English
Published: AIMS Press 2017-03-01
Series:AIMS Bioengineering
Subjects:
Online Access:http://www.aimspress.com/Bioengineering/article/1315/fulltext.html