Privacy-Preserving Medical Reports Publishing for Cluster Analysis.
Ali K. HmoodBenjamin C. M. FungFarkhund IqbalPublished in: NTMS (2014)
Keyphrases
- cluster analysis
- privacy preserving
- data publishing
- privacy preserving data publishing
- privacy preserving data mining
- categorical data
- privacy preservation
- clustering method
- multi party
- vertically partitioned data
- clustering algorithm
- data mining
- sensitive information
- k means
- data analysis
- dimension reduction
- preserving privacy
- partitioned data
- data perturbation
- private data
- hierarchical latent class models
- data mining techniques
- unsupervised learning
- cluster validity
- private information
- sensitive data
- privacy issues
- privacy protection
- privacy sensitive
- data sets
- data privacy
- horizontally partitioned data
- linked data
- privacy requirements
- privacy concerns
- differential privacy
- secure multiparty computation
- similarity measure
- privacy preserving association rule mining