Privacy-preserving collaborative fuzzy clustering.
Lingjuan LyuJames C. BezdekYee Wei LawXuanli HeMarimuthu PalaniswamiPublished in: Data Knowl. Eng. (2018)
Keyphrases
- fuzzy clustering
- privacy preserving
- privacy preserving data mining
- fuzzy clustering algorithm
- vertically partitioned data
- privacy preservation
- fuzzy c means
- fuzzy clustering algorithms
- fuzzy c means algorithm
- clustering algorithm
- membership functions
- sensitive information
- multi party
- privacy protection
- fuzzy clustering method
- privacy concerns
- preserving privacy
- partitioned data
- possibilistic clustering
- data privacy
- private data
- privacy sensitive
- cluster analysis
- horizontally partitioned data
- privacy preserving association rule mining
- naive bayesian classification
- sensitive data
- private information
- fuzzy c means clustering algorithm
- privacy requirements
- secure multiparty computation
- differential privacy
- data perturbation
- scalar product
- privacy issues
- privacy guarantees