Complex harmonic regularization with differential evolution in a memetic framework for biomarker selection.

For studying cancer and genetic diseases, the issue of identifying high correlation genes from high-dimensional data is an important problem. It is a great challenge to select relevant biomarkers from gene expression data that contains some important correlation structures, and some of the genes can...

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Bibliographic Details
Main Authors: Sai Wang, Hai-Wei Shen, Hua Chai, Yong Liang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0210786