Dimensionality Reduction in Gene Expression Database through the Random Projection Method.
Helyane Bronoski BorgesJúlio C. NievolaPublished in: ICMLA (2009)
Keyphrases
- gene expression
- projection method
- database
- microarray
- dimensionality reduction
- gene expression data
- high dimensionality
- microarray data
- biological processes
- linear projection
- databases
- gene expression profiles
- gene expression patterns
- regulatory networks
- harmonic functions
- gene expression analysis
- gene regulation
- gene expression data analysis
- binding sites
- dna microarray
- differentially expressed genes
- data sets
- drosophila melanogaster
- gene selection
- feature extraction
- experimental conditions
- biological networks
- data model
- functional genomics
- high dimensional
- genome wide
- high dimensional data
- principal component analysis
- gene expression data sets
- colon cancer
- pattern recognition