Using Gene Clustering to Identify Discriminatory Genes with Higher Classification Accuracy.
Zhipeng CaiLizhe XuYi ShiMohammad R. SalavatipourRandy GoebelGuohui LinPublished in: BIBE (2006)
Keyphrases
- higher classification accuracy
- microarray gene
- gene expression
- gene expression profiles
- gene expression data
- gene expression analysis
- gene ontology terms
- microarray
- gene regulatory networks
- microarray data analysis
- gene ontology
- gene selection
- clustering algorithm
- gene clusters
- microarray data
- feature selection
- escherichia coli
- high dimensionality
- gene networks
- regulatory networks
- splice site
- classification accuracy
- candidate genes
- gene function
- biomedical literature
- unsupervised learning
- microarray datasets
- high throughput
- gene prediction
- genomic sequences
- alternative splicing
- gene sets
- homo sapiens
- biological entities
- cluster analysis
- training data
- high dimensional data
- text categorization
- rna seq
- support vector
- high dimensional
- data points