A model based on ant colony system and rough set theory to feature selection.
Rafael BelloAnn NowéYaile CaballeroYudel GómezPeter VrancxPublished in: GECCO (2005)
Keyphrases
- rough set theory
- feature selection
- rough sets
- attribute reduction
- decision rules
- decision table
- approximate reasoning
- rule generation
- feature reduction
- rough fuzzy
- text categorization
- fuzzy set theory
- knowledge discovery
- information entropy
- feature space
- machine learning
- rule extraction
- tool for data mining
- high dimensionality
- feature set
- classification accuracy
- rough set model
- knowledge reduction
- feature selection algorithms
- data reduction
- feature extraction
- text classification
- dimensionality reduction
- data analysis
- variable precision rough set model
- rough sets theory
- feature subset
- granular computing
- rule sets
- support vector
- feature subset selection
- equivalence relation
- concept lattice
- model selection
- genetic programming
- training set
- fuzzy rough sets
- decision trees
- soft set
- information retrieval