Online early terminated streaming feature selection based on Rough Set theory.
Peng ZhouPeipei LiShu ZhaoYanping ZhangPublished in: Appl. Soft Comput. (2021)
Keyphrases
- rough set theory
- rough sets
- feature selection
- attribute reduction
- approximate reasoning
- decision table
- decision rules
- rule generation
- real time
- fuzzy set theory
- rule induction
- data analysis
- rule extraction
- feature reduction
- tool for data mining
- data reduction
- knowledge reduction
- rough fuzzy
- equivalence relation
- text categorization
- granular computing
- rule sets
- classification accuracy
- knowledge discovery
- rough sets theory
- information entropy
- selected features
- machine learning
- variable precision rough set model
- upper approximation
- discernibility matrix
- rough set model
- text classification
- support vector
- feature extraction
- feature selection algorithms
- classification models
- feature subset
- high dimensionality
- attribute set
- image processing
- computer vision
- genetic algorithm