A novel feature extraction approach based on neighborhood rough set and PCA for migraine rs-fMRI.
Zhanhui LiJian-Cong FanYande RenLei-Yu TangPublished in: J. Intell. Fuzzy Syst. (2020)
Keyphrases
- rough sets
- feature extraction
- principal component analysis
- activation detection
- rough set theory
- data analysis
- feature reduction
- pattern recognition
- face recognition
- dimensionality reduction
- decision rules
- feature vectors
- fuzzy sets
- linear discriminant analysis
- rough sets theory
- attribute reduction
- feature space
- granular computing
- preprocessing
- data mining
- low dimensional
- rule induction
- information entropy
- support vector machine svm
- tool for data mining
- continuous valued attributes
- image classification
- decision table
- fuzzy logic
- image processing
- feature selection
- set pair analysis
- fuzzy rough sets
- variable precision
- dominance relation
- approximation spaces
- high dimensional
- independent component analysis
- knowledge reduction
- attribute set
- neural network
- rule extraction
- incremental knowledge acquisition