Spectral feature selection and its application in high dimensional gene expression studies.
Zixing WangPeng QiuWenlong XuYin LiuPublished in: BCB (2014)
Keyphrases
- gene expression
- gene expression data
- microarray data
- microarray
- feature selection
- high dimensional
- meta analysis
- high dimensionality
- functional genomics
- microarray datasets
- gene expression data analysis
- gene selection
- gene expression data sets
- gene expression patterns
- biological processes
- gene expression profiles
- dna microarray
- dimensionality reduction
- cancer classification
- analysis of gene expression
- gene expression analysis
- high throughput
- gene regulation
- small sample size
- gene regulatory networks
- gene ontology
- colon cancer
- differentially expressed genes
- microarray data analysis
- gene interactions
- machine learning
- cancer diagnosis
- regulatory networks
- biological data
- feature space
- protein interaction
- biological networks
- binding sites
- molecular biology
- mutual information
- data sets
- feature ranking
- nearest neighbor
- drosophila melanogaster
- high throughput technologies