Outlier detection for set-valued data based on rough set theory and granular computing.
Hai LinZhaowen LiPublished in: Int. J. Gen. Syst. (2023)
Keyphrases
- rough set theory
- granular computing
- rough sets
- knowledge discovery
- outlier detection
- data analysis
- data sets
- set valued
- attribute reduction
- decision table
- decision rules
- data mining
- rough fuzzy
- detect outliers
- database
- detecting outliers
- data points
- data reduction
- data streams
- databases
- detection algorithm
- fuzzy sets
- sensitivity analysis
- feature space
- information granules
- decision trees
- artificial intelligence
- machine learning