A Group Incremental Approach to Feature Selection Applying Rough Set Technique.
Jiye LiangFeng WangChuangyin DangYuhua QianPublished in: IEEE Trans. Knowl. Data Eng. (2014)
Keyphrases
- rough sets
- feature selection
- rough set theory
- feature reduction
- incremental knowledge acquisition
- fuzzy sets
- decision rules
- data mining
- attribute reduction
- information entropy
- text categorization
- data analysis
- rule extraction
- tool for data mining
- knowledge reduction
- rule induction
- fuzzy logic
- rough sets theory
- feature extraction
- dominance relation
- feature selection algorithms
- uncertainty management
- continuous valued attributes
- set pair analysis
- decision table
- classification accuracy
- pattern recognition
- discernibility matrix
- knowledge acquisition
- text classification
- feature set
- knn
- knowledge base
- computer vision