Granule-specific feature selection for continuous data classification using neighborhood rough sets.
Mahawaga Arachchige Nayomi Dulanjala SewwandiYuefeng LiJinglan ZhangPublished in: Expert Syst. Appl. (2024)
Keyphrases
- rough sets
- continuous data
- continuous valued attributes
- feature reduction
- granular computing
- feature selection
- decision rules
- rough set theory
- rule extraction
- classification accuracy
- fuzzy sets
- pattern recognition
- support vector
- rule induction
- text classification
- feature set
- feature extraction
- attribute reduction
- data streams
- feature space
- continuous attributes
- dominance relation
- high dimensionality
- rough sets theory
- support vector machine
- data mining
- soft computing
- information granules
- decision table
- approximation spaces
- text categorization
- classification algorithm
- unsupervised learning
- model selection
- data analysis
- machine learning
- rule sets
- nearest neighbor
- knn
- decision trees
- categorical data
- class labels
- clustering method
- feature ranking
- fuzzy logic
- control system
- artificial intelligence