Information loss evaluation based on fuzzy and crisp clustering of graph statistics.
David F. NettletonPublished in: FUZZ-IEEE (2012)
Keyphrases
- information loss
- fuzzy sets
- fuzzy logic
- fuzzy clustering
- fuzzy numbers
- graph theoretic
- fuzzy clustering algorithms
- clustering algorithm
- membership values
- privacy protection
- graph clustering
- membership functions
- categorical attributes
- fuzzy rules
- extra information
- fuzzy information
- fuzzy set theory
- clustering method
- rough sets
- categorical data
- linguistic variables
- k means
- disclosure risk
- graph partitioning
- structured data
- data quality
- cluster analysis
- anonymized data
- data anonymization
- fuzzy c means
- expert systems
- machine learning