A Perturbation Method Based on Singular Value Decomposition and Feature Selection for Privacy Preserving Data Mining.
Mohammad Reza KeyvanpourSomayyeh Seifi MoradiPublished in: Int. J. Data Warehous. Min. (2014)
Keyphrases
- data perturbation
- singular value decomposition
- perturbation method
- privacy preserving data mining
- feature selection
- privacy preserving
- dimensionality reduction
- dimension reduction
- random projections
- data privacy
- statistical databases
- data mining
- text categorization
- least squares
- principal component analysis
- data mining techniques
- feature space
- feature extraction
- support vector
- privacy concerns
- text classification
- high dimensionality
- high dimensional
- databases
- image reconstruction
- data quality
- sensitive information
- data mining algorithms
- private information
- social networks
- data analysis