Privacy leakage in multi-relational databases: a semi-supervised learning perspective.
Hui XiongMichael S. SteinbachVipin KumarPublished in: VLDB J. (2006)
Keyphrases
- semi supervised learning
- relational databases
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- semi supervised classification
- manifold regularization
- machine learning
- learning models
- co training
- active learning
- training data
- learning problems
- improve the classification accuracy
- label propagation
- semi supervised learning algorithms
- databases
- labeled and unlabeled data
- labeled examples
- domain adaptation
- database
- regularization framework
- real world
- graph based semi supervised learning
- learning algorithm
- metric learning
- social networks
- semi supervised learning methods