Rough Sets, Independent Components Analysis in Feature Extraction and Selection of Mammograms.
Roman W. SwiniarskiPublished in: METMBS (2003)
Keyphrases
- rough sets
- feature extraction and selection
- independent components analysis
- feature extraction
- pattern recognition
- rough set theory
- signal processing
- fuzzy sets
- statistical independence
- decision rules
- independent components
- feature set
- feature vectors
- image classification
- blind source separation
- granular computing
- face recognition
- data mining
- dominance relation
- attribute reduction
- image processing
- fuzzy rough sets
- decision table
- rough sets theory
- neural network
- independent component analysis
- principal component analysis
- fuzzy logic
- feature space
- factor analysis
- approximation spaces
- dimensionality reduction
- computer vision
- continuous valued attributes
- learning algorithm
- data sets
- artificial intelligence