Integrating gene ontology into discriminative powers of genes for feature selection in microarray data.
Jianlong QiJian TangPublished in: SAC (2007)
Keyphrases
- mutual information
- microarray data
- feature selection
- gene ontology
- information theoretic
- gene sets
- microarray
- gene clusters
- biologically relevant
- gene networks
- gene expression patterns
- gene expression
- gene expression data
- gene selection
- gene expression levels
- microarray data analysis
- biological data
- feature extraction
- biological information
- microarray technology
- cancer classification
- high dimensionality
- high throughput
- microarray datasets
- small number of samples
- gene function
- genomic data
- protein function
- unsupervised learning
- dna microarray
- saccharomyces cerevisiae
- machine learning
- protein protein interactions
- support vector machine
- regulatory networks
- gene expression analysis
- gene expression profiles
- relevant genes
- gene expression datasets
- experimental conditions
- biological networks
- molecular biology
- cluster analysis
- feature ranking
- data analysis
- data mining