Support vector machine with manifold regularization and partially labeling privacy protection.
Tongguang NiFu-Lai ChungShitong WangPublished in: Inf. Sci. (2015)
Keyphrases
- privacy protection
- manifold regularization
- support vector machine
- semi supervised learning
- semi supervised
- semi supervised classification
- active learning
- unsupervised learning
- dimension reduction
- matrix completion
- privacy preserving
- data sharing
- training data
- unlabeled data
- data dependent
- information loss
- data collection
- private information
- machine learning
- labeled data
- nonnegative matrix factorization
- decision boundary
- labeled and unlabeled data
- support vector
- feature selection
- sensitive information
- supervised learning
- statistical databases
- support vector machine svm
- training set
- knn
- low rank
- feature vectors
- feature space
- data sets
- kernel function
- principal component analysis
- dimensionality reduction
- kernel methods
- learning algorithm
- relational databases
- data analysis