Classification of oligonucleotide fingerprints: application for microbial community and gene expression analyses.
Katechan JampachaisriLea ValinskyJames BornemanS. James PressPublished in: Bioinform. (2005)
Keyphrases
- gene expression
- microarray
- high throughput
- gene expression data
- microarray data
- gene expression profiles
- colon cancer
- high dimensionality
- dna microarray
- microarray data analysis
- gene expression analysis
- microarray datasets
- biological processes
- microarray gene
- cancer classification
- clustering analysis
- gene expression microarray data
- binding sites
- cancer diagnosis
- survival prediction
- functional genomics
- drosophila melanogaster
- support vector machine
- gene ontology
- decision trees
- differentially expressed genes
- gene expression data sets
- gene regulation
- feature space
- gene selection
- regulatory networks
- molecular biology
- biological networks
- feature extraction
- gene expression patterns
- gene expression data analysis
- experimental conditions
- feature selection