Manifold proximal support vector machine with mixed-norm for semi-supervised classification.
Zhiqiang ZhangLing ZhenNaiyang DengJunyan TanPublished in: Neural Comput. Appl. (2015)
Keyphrases
- semi supervised classification
- mixed norm
- support vector machine
- multi class
- semi supervised learning
- semi supervised
- unlabeled data
- svm classifier
- labeled data
- feature space
- total least squares
- machine learning
- binary classification
- support vector machine svm
- high dimensional
- feature selection
- training data
- feature vectors
- kernel function
- support vector
- cost sensitive
- knn
- low dimensional
- decision boundary
- training set
- pairwise constraints
- kernel methods
- data sets
- support vector regression
- learning problems
- pairwise
- text categorization
- active learning
- text classification
- probabilistic model