A new approach to exploring rough set boundary region for feature selection.
Rong LiYanpeng QuAnsheng DengQiang ShenChangjing ShangPublished in: ICNC-FSKD (2017)
Keyphrases
- rough sets
- feature selection
- rough set theory
- feature reduction
- decision rules
- fuzzy sets
- rough sets theory
- attribute reduction
- feature set
- text categorization
- data mining
- knowledge reduction
- tool for data mining
- data analysis
- rule induction
- variable precision
- pattern recognition
- high dimensionality
- decision table
- feature extraction
- information entropy
- dominance relation
- rule extraction
- set pair analysis
- rough set model
- neural network
- machine learning
- feature selection algorithms
- feature space
- text classification
- image processing
- approximation spaces
- knn