Representative-based classification through covering-based neighborhood rough sets.
Ben-Wen ZhangFan MinDavide CiucciPublished in: Appl. Intell. (2015)
Keyphrases
- rough sets
- decision rules
- rough set theory
- rule extraction
- pattern recognition
- rough fuzzy
- data mining
- feature reduction
- rule induction
- fuzzy sets
- rough sets theory
- granular computing
- continuous valued attributes
- rule generation
- information entropy
- classification accuracy
- attribute reduction
- upper and lower approximations
- machine learning
- tool for data mining
- inductive machine learning
- fuzzy logic
- rough set model
- classification algorithm
- knowledge reduction
- rough approximations
- support vector machine
- upper approximation
- condition attributes
- decision table
- equivalence relation
- computer vision
- rule sets
- soft computing
- training set
- neural network
- data analysis
- approximation spaces
- feature extraction
- feature selection