Comparing the dimensionality reduction methods in gene expression databases.
Helyane Bronoski BorgesJúlio C. NievolaPublished in: Expert Syst. Appl. (2012)
Keyphrases
- gene expression
- databases
- dimensionality reduction methods
- microarray
- gene expression data
- gene regulation
- gene expression patterns
- dimensionality reduction
- microarray data
- biological processes
- database
- discriminant analysis
- data sets
- regulatory networks
- gene expression profiles
- knn
- gene ontology
- dna microarray
- principal components analysis
- gene selection
- preprocessing step
- information extraction
- high throughput
- binding sites
- principal component analysis
- data sources
- preprocessing
- natural language processing
- high dimensionality
- feature extraction