Privacy Preserving Clustering for Distributed Homogeneous Gene Expression Data Sets.
Xin LiPublished in: Int. J. Comput. Model. Algorithms Medicine (2010)
Keyphrases
- privacy preserving
- horizontally partitioned data
- gene expression data sets
- multi party
- horizontally partitioned
- partitioned data
- privacy sensitive
- gene expression data analysis
- privacy preserving data mining
- privacy preservation
- secure multiparty computation
- vertically partitioned data
- clustering algorithm
- privacy preserving classification
- microarray
- clustering method
- gene expression
- sensitive information
- k means
- data perturbation
- preserving privacy
- microarray data
- data privacy
- gene expression data
- private data
- distributed data
- sensitive data
- differential privacy
- gene expression analysis
- high dimensionality
- privacy protection
- feature selection
- privacy concerns
- gene expression patterns
- gene clusters
- scalar product
- private information
- cluster analysis
- privacy preserving association rule mining
- data mining
- microarray data analysis
- database
- hierarchical clustering
- document clustering
- unsupervised learning
- nearest neighbor
- data points