Online hierarchical streaming feature selection based on adaptive neighborhood rough set.
Tongxin ShuYaojin LinLei GuoPublished in: Appl. Soft Comput. (2024)
Keyphrases
- rough sets
- adaptive neighborhood
- feature selection
- rough set theory
- feature reduction
- fuzzy sets
- mathematical morphology
- decision rules
- rough sets theory
- real time
- attribute reduction
- data mining
- data streams
- fuzzy rough sets
- fuzzy logic
- set pair analysis
- tool for data mining
- machine learning
- information entropy
- decision table
- image restoration
- text categorization
- data analysis
- feature set
- pattern recognition
- dominance relation
- neural network
- rule extraction
- pairwise
- classification accuracy
- support vector machine
- feature space
- high dimensionality
- edge detection
- hierarchical structure
- feature extraction
- rough set model
- attribute set
- decision making
- continuous valued attributes
- attribute reduction algorithm
- artificial intelligence
- gray scale