Outlier detection for incomplete real-valued data via rough set theory and granular computing.
Zhengwei ZhaoGenteng YangZhaowen LiGuangji YuPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- outlier detection
- granular computing
- rough set theory
- knowledge discovery
- rough sets
- detection algorithm
- attribute reduction
- data mining
- decision table
- decision rules
- rough fuzzy
- data streams
- data reduction
- information granules
- approximate reasoning
- information entropy
- equivalence relation
- fuzzy sets
- data analysis
- real valued
- rule induction
- rule sets
- formal concept analysis
- association rules
- decision making
- genetic algorithm
- soft computing
- fuzzy logic
- approximation spaces