A fuzzy rough set approach for incremental feature selection on hybrid information systems.
Anping ZengTianrui LiDun LiuJunbo ZhangHongmei ChenPublished in: Fuzzy Sets Syst. (2015)
Keyphrases
- information systems
- feature selection
- fuzzy sets
- rough sets
- fuzzy logic
- text categorization
- rough set theory
- hybrid intelligent
- incremental learning
- fuzzy set theory
- membership functions
- mutual information
- information technology
- rough approximations
- text classification
- information gain
- health care
- multi class
- feature set
- dimensionality reduction
- soft computing
- classification accuracy
- feature selection algorithms
- fuzzy numbers
- information security
- multi criteria
- genetic algorithm
- feature extraction
- pattern recognition
- selected features
- fuzzy controller
- multi task
- classification models
- knowledge discovery
- high dimensionality
- classification rules
- databases