Semi-supervised support vector classification with self-constructed Universum.
Yingjie TianYing ZhangDalian LiuPublished in: Neurocomputing (2016)
Keyphrases
- semi supervised learning
- semi supervised
- support vector classification
- unlabeled data
- labeled data
- labeled samples
- semi supervised classification
- unsupervised learning
- pairwise
- supervised learning
- support vector
- support vector regression
- semi definite programming
- binary classification
- maximum margin
- active learning
- pairwise constraints
- labeled and unlabeled data
- learning problems
- incremental learning
- metric learning
- machine learning
- unlabeled samples
- transfer learning
- unbalanced data
- low rank
- support vector machine
- decision trees
- class labels
- support vector machine svm
- maximum likelihood
- text classification
- training set
- solution path
- multi category
- feature selection