An information entropy-based approach to outlier detection in rough sets.
Feng JiangYuefei SuiCungen CaoPublished in: Expert Syst. Appl. (2010)
Keyphrases
- information entropy
- outlier detection
- rough sets
- data mining
- rough set theory
- fuzzy sets
- attribute reduction
- knowledge discovery
- detection algorithm
- decision rules
- attribute reduction algorithm
- granular computing
- detecting outliers
- decision table
- knowledge reduction
- rough sets theory
- detect outliers
- pattern recognition
- dominance relation
- data streams
- data analysis
- data mining techniques
- support vector machine
- membership functions
- genetic algorithm