Dimensionality Reduction in Gene Expression Data Sets.
Jovani Taveira De SouzaAntonio Carlos de FranciscoDayana Carla De MacedoPublished in: IEEE Access (2019)
Keyphrases
- gene expression data sets
- dimensionality reduction
- feature selection
- gene expression data
- microarray
- high dimensionality
- gene expression
- high dimensional data
- microarray data
- gene expression data analysis
- high dimensional
- low dimensional
- feature space
- linear discriminant analysis
- feature extraction
- principal component analysis
- pattern recognition
- gene clusters
- gene expression patterns
- mutual information
- unsupervised learning
- data points
- text categorization
- gene selection
- high throughput
- gene expression datasets
- gene expression analysis
- gene ontology
- feature set
- support vector machine