Governance of the Redundancy in the Feature Selection Based on Rough Sets' Reducts.
Marek GrzegorowskiPublished in: IJCRS (2016)
Keyphrases
- rough sets
- feature selection
- rough set theory
- feature reduction
- decision rules
- rough sets theory
- attribute reduction
- fuzzy sets
- knowledge reduction
- granular computing
- text categorization
- rule extraction
- feature selection algorithms
- inductive machine learning
- data mining
- machine learning
- information entropy
- rough set model
- feature subset
- fuzzy logic
- feature set
- data analysis
- soft computing
- feature extraction
- information systems
- feature space
- neural network
- decision table
- pattern recognition
- classification accuracy
- knn
- computer vision
- image processing
- artificial intelligence
- approximation operators