Data mining for feature selection in gene expression autism data

作者:

Highlights:

• We have developed the system of gene selection from microarray data in autism composed of an ensemble of methods.

• We have developed the system of recognizing the autism applying the classifiers cooperating with gene selection.

• We have performed successful experiments of recognizing autism from reference cases using our system.

摘要

•We have developed the system of gene selection from microarray data in autism composed of an ensemble of methods.•We have developed the system of recognizing the autism applying the classifiers cooperating with gene selection.•We have performed successful experiments of recognizing autism from reference cases using our system.

论文关键词:Gene expression microarrays,Feature selection,Clustering,Classification,Autism

论文评审过程:Available online 6 September 2014.

论文官网地址:https://doi.org/10.1016/j.eswa.2014.08.043