Feature Selection for Microarray Data Analysis Using Mutual Information and Rough Set Theory.
Wengang ZhouChunguang ZhouGuixia LiuHong ZhuPublished in: AIAI (2006)
Keyphrases
- rough set theory
- mutual information
- microarray data analysis
- feature selection
- microarray data
- rough sets
- gene selection
- information theoretic
- microarray
- gene expression data
- decision rules
- attribute reduction
- decision table
- rule extraction
- feature selection algorithms
- gene expression
- image registration
- text categorization
- tool for data mining
- support vector
- support vector machine
- knowledge discovery
- similarity measure
- text classification
- feature space
- data analysis
- feature subset
- high dimensionality
- equivalence relation
- machine learning
- fuzzy sets
- pattern recognition
- model selection
- attribute set
- concept lattice
- feature extraction
- data reduction
- data sets
- information retrieval
- computer vision
- feature subset selection
- expert systems
- naive bayes
- association rules
- classification accuracy
- feature set
- unsupervised learning