Hybrid feature selection through feature clustering for microarray gene expression data.
Choudhury Muhammad Mufassil WahidA. B. M. Shawkat AliKevin S. TicklePublished in: Int. J. Hybrid Intell. Syst. (2013)
Keyphrases
- microarray gene expression data
- feature selection
- microarray data
- gene expression data
- feature set
- cancer classification
- microarray datasets
- clustering algorithm
- feature subset
- unsupervised learning
- high dimensionality
- feature ranking
- clustering method
- gene selection
- text categorization
- dimensionality reduction
- text classification
- machine learning
- gene expression profiles
- gene expression
- microarray
- high dimensional data
- multi class
- support vector machine
- k means
- feature vectors
- gene regulatory networks
- mutual information
- self organizing maps
- feature extraction
- information gain
- feature space
- data clustering
- cluster analysis
- high dimensional
- feature subset selection
- support vector
- data sets
- decision trees
- principal component analysis