Supervised information granulation strategy for attribute reduction.
Keyu LiuXibei YangHualong YuHamido FujitaXiangjian ChenDun LiuPublished in: Int. J. Mach. Learn. Cybern. (2020)
Keyphrases
- attribute reduction
- information granulation
- rough sets
- rough set theory
- decision table
- granular computing
- information granules
- concept lattice
- fuzzy sets
- parallel particle swarm optimization
- initial values
- decision rules
- information entropy
- data reduction
- membership functions
- databases
- fuzzy rules
- supervised learning
- data analysis
- decision making
- fuzzy modeling
- genetic algorithm
- data mining
- soft computing
- nearest neighbor
- fuzzy systems
- data streams
- pattern recognition
- feature selection
- machine learning