Fuzzy-rough sets for descriptive dimensionality reduction.
Richard JensenQiang ShenPublished in: FUZZ-IEEE (2002)
Keyphrases
- fuzzy rough sets
- dimensionality reduction
- rough sets
- attribute reduction
- high dimensional
- fuzzy sets
- pattern recognition
- principal component analysis
- high dimensionality
- low dimensional
- feature extraction
- rough approximations
- high dimensional data
- principal components
- feature selection
- fuzzy relations
- feature space
- neural network
- singular value decomposition
- artificial intelligence
- machine learning
- data reduction
- rough set theory
- computer vision
- granular computing
- approximation spaces
- decision rules
- data mining