Online streaming feature selection based on neighborhood rough set.
Shuangjie LiKaixiang ZhangYali LiShuqin WangShaoqiang ZhangPublished in: Appl. Soft Comput. (2021)
Keyphrases
- rough sets
- feature selection
- rough set theory
- feature reduction
- decision rules
- fuzzy sets
- attribute reduction
- real time
- rough sets theory
- pattern recognition
- data mining
- fuzzy rough sets
- knowledge reduction
- rough set model
- dimensionality reduction
- data streams
- text categorization
- rule extraction
- fuzzy logic
- continuous valued attributes
- rule induction
- feature extraction
- tool for data mining
- dominance relation
- set pair analysis
- decision table
- data analysis
- information entropy
- feature set
- attribute set
- feature selection algorithms
- text classification
- support vector machine
- classification accuracy
- feature space
- image processing
- data sets