Using bayesian networks to construct gene regulatory networks from microarray data

In this research, Bayesian network is proposed as the model to construct gene regulatory networks from Saccharomyces cerevisiae cell-cycle gene expression dataset and Escherichia coli dataset due to its capability of handling microarray datasets with missing values. The goal of this research is to s...

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Bibliographic Details
Main Authors: Ai, Kung Tan, Mohamad, Mohd. Saberi
Format: Article
Language:English
Published: Penerbit UTM Press 2012
Subjects:
Online Access:http://eprints.utm.my/33626/1/MohdSaberiMohamad2012_UsingBayesianNetworkstoConstructGene.pdf