Active Incremental Feature Selection Using a Fuzzy-Rough-Set-Based Information Entropy.
Xiao ZhangChanglin MeiDegang ChenYanyan YangJinhai LiPublished in: IEEE Trans. Fuzzy Syst. (2020)
Keyphrases
- information entropy
- rough sets
- rough set theory
- feature selection
- fuzzy sets
- attribute reduction
- incremental knowledge acquisition
- rule extraction
- fuzzy logic
- decision table
- concept lattice
- knowledge reduction
- membership functions
- fuzzy clustering
- attribute reduction algorithm
- dominance relation
- decision rules
- machine learning
- feature set
- fuzzy rules
- text categorization
- text classification
- mutual information
- support vector
- incremental learning
- multi class
- data mining
- artificial intelligence
- support vector machine
- feature selection algorithms
- classification accuracy
- model selection
- attribute values
- multi criteria
- feature subset
- rule sets
- data sets