Online streaming feature selection using adapted Neighborhood Rough Set.
Peng ZhouXuegang HuPei-Pei LiXindong WuPublished in: Inf. Sci. (2019)
Keyphrases
- rough sets
- feature selection
- rough set theory
- feature reduction
- real time
- attribute reduction
- decision rules
- fuzzy sets
- rough sets theory
- rule extraction
- knowledge reduction
- decision table
- information entropy
- data mining
- tool for data mining
- data analysis
- continuous valued attributes
- rule induction
- text classification
- fuzzy logic
- text categorization
- data streams
- fuzzy rough sets
- dominance relation
- data sets
- set pair analysis
- classification accuracy
- approximation spaces
- data preprocessing
- rough set model
- feature selection algorithms
- feature subset
- incremental knowledge acquisition