A semantically sound approach to Pawlak rough sets and covering-based rough sets.
Lynn D'eerChris CornelisYiyu YaoPublished in: Int. J. Approx. Reason. (2016)
Keyphrases
- rough sets
- rough set theory
- rough sets theory
- fuzzy sets
- decision rules
- granular computing
- attribute reduction
- soft computing
- knowledge reduction
- data mining
- information entropy
- rule induction
- fuzzy logic
- pattern recognition
- inductive machine learning
- upper approximation
- continuous valued attributes
- neural network
- equivalence relation
- dominance relation
- rough fuzzy
- fuzzy rough sets
- data analysis
- real time
- concept lattice
- artificial neural networks
- computer vision
- uncertainty handling