Sample-space-based feature extraction and class preserving projection for gene expression data.
Wenjun WangPublished in: Int. J. Data Min. Bioinform. (2013)
Keyphrases
- gene expression data
- sample space
- feature extraction
- microarray
- gene expression
- microarray data
- high dimensionality
- small sample size
- feature selection
- feature space
- gene expression analysis
- dimensionality reduction
- gene expression profiling
- gene expression data analysis
- analysis of gene expression data
- gene expression datasets
- gene selection
- regulatory networks
- cancer classification
- data sets
- microarray gene expression data
- gene expression profiles
- high dimensional data
- dna microarray
- pattern recognition
- image processing
- hyperplane
- machine learning
- support vector machine svm
- gene regulatory networks
- knowledge discovery
- linear discriminant analysis
- gene expression patterns
- semi supervised