Feature Selection for Microarray Data Analysis Using Mutual Information and Rough Set Theory.
Wengang ZhouChunguang ZhouHong ZhuGuixia LiuXiaoyu ChangPublished in: ICIC (3) (2006)
Keyphrases
- rough set theory
- mutual information
- microarray data analysis
- feature selection
- microarray data
- rough sets
- gene selection
- microarray
- information theoretic
- gene expression data
- decision rules
- attribute reduction
- decision table
- gene expression
- image registration
- text categorization
- knowledge discovery
- data analysis
- high dimensionality
- feature selection algorithms
- similarity measure
- data reduction
- feature set
- rule extraction
- tool for data mining
- classification accuracy
- feature space
- feature extraction
- dimensionality reduction
- knn
- machine learning
- decision making
- attribute set
- information entropy
- feature subset selection
- neural network
- data mining
- text classification
- feature subset
- support vector machine
- selected features
- concept lattice
- discernibility matrix
- data sets
- fuzzy logic
- database