Privacy Preserving Principal Component Analysis Clustering for Distributed Heterogeneous Gene Expression Datasets.
Xin LiPublished in: Int. J. Comput. Model. Algorithms Medicine (2011)
Keyphrases
- privacy preserving
- distributed heterogeneous
- principal component analysis
- gene expression datasets
- privacy preservation
- gene expression profiles
- vertically partitioned data
- privacy preserving data mining
- gene expression analysis
- clustering algorithm
- gene expression data
- private information
- k means
- data privacy
- clustering method
- privacy concerns
- microarray
- hierarchical clustering
- dimensionality reduction
- scalar product
- privacy sensitive
- synthetic datasets
- sensitive information
- cluster analysis
- unsupervised learning
- data sources
- experimental conditions
- cell cycle
- data mining
- text mining
- nearest neighbor
- knn
- data points
- feature space
- feature extraction
- face recognition
- databases
- data sets
- database