Semi-supervised attribute reduction via attribute indiscernibility.
Jianhua DaiWeisi WangChucai ZhangShaojun QuPublished in: Int. J. Mach. Learn. Cybern. (2023)
Keyphrases
- attribute reduction
- knowledge reduction
- semi supervised
- rough sets
- rough set theory
- discernibility matrix
- decision table
- attribute reduction algorithm
- semi supervised learning
- attribute set
- concept lattice
- rough set model
- decision rules
- labeled data
- variable precision rough set model
- information entropy
- active learning
- unlabeled data
- rough sets theory
- supervised learning
- pairwise
- condition attributes
- rule induction
- data analysis
- equivalence relation
- formal contexts
- parallel particle swarm optimization
- image processing
- fuzzy rough sets
- fuzzy logic
- neural network
- fuzzy sets
- pattern recognition
- soft set
- approximation spaces
- data reduction
- classification rules
- knowledge discovery
- data mining
- real world