Privacy leakage in multi-relational databases via pattern based semi-supervised learning.
Hui XiongMichael S. SteinbachVipin KumarPublished in: CIKM (2005)
Keyphrases
- semi supervised learning
- relational databases
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- manifold regularization
- supervised learning
- unsupervised learning
- machine learning
- learning problems
- co training
- training data
- transfer learning
- label propagation
- semi supervised learning algorithms
- improve the classification accuracy
- databases
- domain adaptation
- learning models
- active learning
- labeled and unlabeled data
- database
- graph based semi supervised learning
- graph construction
- labeled examples
- pairwise
- regularization framework
- similarity measure
- multi view learning
- data mining
- semi supervised learning methods