Fuzzy-Rough Set Bireducts for Data Reduction.
Neil Mac ParthaláinRichard JensenRen DiaoPublished in: IEEE Trans. Fuzzy Syst. (2020)
Keyphrases
- data reduction
- fuzzy rough sets
- attribute reduction
- rough set theory
- rough sets
- data compression
- classification rules
- preprocessing
- knowledge discovery
- data analysis
- representative subset
- data mining
- model selection
- singular value decomposition
- fuzzy sets
- feature selection
- classification accuracy
- approximation operators
- high dimensionality
- dimensionality reduction
- rough approximations
- neural network
- fuzzy relations
- genetic programming
- decision rules
- database
- feature extraction
- artificial intelligence
- databases