Effect of pre-processing methods on microarray-based SVM classifiers in affymetrix genechips.
Javier P. FloridoHéctor PomaresIgnacio RojasJosé Miguel Urquiza OrtizLuis Javier HerreraManuel Gonzalo ClarosPublished in: IJCNN (2010)
Keyphrases
- microarray
- gene expression
- high throughput
- microarray data
- microarray data analysis
- preprocessing
- gene networks
- microarray datasets
- gene expression data
- gene expression data sets
- differentially expressed genes
- gene expression datasets
- dna microarray
- svm classifier
- high dimensionality
- gene ontology
- microarray analysis
- gene selection
- experimental conditions
- analysis of gene expression
- gene expression profiling
- feature vectors
- clustering analysis
- microarray images
- gene sets
- gene expression profiles
- molecular biology
- gene expression analysis
- computer vision
- genome wide
- support vector machine svm
- active learning
- high dimensional
- support vector