Online streaming feature selection using rough sets.
Sadegh EskandariMohammad Masoud JavidiPublished in: Int. J. Approx. Reason. (2016)
Keyphrases
- rough sets
- feature selection
- rough set theory
- feature reduction
- fuzzy sets
- decision rules
- granular computing
- dominance relation
- real time
- data analysis
- data mining
- attribute reduction
- soft computing
- rough fuzzy
- rule induction
- decision table
- text categorization
- rough set model
- rough sets theory
- pattern recognition
- neural network
- information entropy
- inductive machine learning
- data streams
- machine learning
- tool for data mining
- approximation spaces
- data preprocessing
- equivalence relation
- feature set
- knn
- rule extraction
- feature subset
- rough approximations
- computational intelligence
- expert systems
- decision making