Privacy preserving defect prediction using generalization and entropy-based data reduction.
Ahmad A. SaifanZainab LataifehPublished in: Intell. Data Anal. (2021)
Keyphrases
- privacy preserving
- data reduction
- defect prediction
- data compression
- privacy preserving data mining
- privacy preservation
- knowledge discovery
- data analysis
- preprocessing
- feature selection
- vertically partitioned data
- data mining
- classification accuracy
- high dimensionality
- software repositories
- data privacy
- singular value decomposition
- classification rules
- model selection
- sensitive information
- private information
- privacy protection
- privacy concerns
- secure multiparty computation
- software projects
- scalar product
- differential privacy
- clustering algorithm
- privacy sensitive
- information retrieval
- feature extraction
- association rules
- pattern recognition