Semi-Supervised Learning: Exploiting Unlabeled Data with Symmetrical Distribution and High confidence.
Yihao ZhangJunhao WenFangfang TangZhuo JiangPublished in: Int. J. Pattern Recognit. Artif. Intell. (2012)
Keyphrases
- semi supervised learning
- high confidence
- unlabeled data
- labeled data
- class labels
- semi supervised
- co training
- semi supervised classification
- supervised learning
- association rules
- training and test data
- active learning
- machine learning
- labeled and unlabeled data
- training data
- labeled examples
- number of labeled examples
- unsupervised learning
- improve the classification accuracy
- labeled training data
- learning problems
- unlabeled samples
- manifold regularization
- unlabeled examples
- domain adaptation
- prior knowledge
- label propagation
- learning algorithm
- unlabeled training data
- learning models
- semi supervised learning algorithms
- transfer learning
- data distribution
- data mining
- multi label
- semisupervised learning
- pairwise constraints
- unlabeled instances
- semi supervised learning methods
- text classification
- data points
- training set
- transductive svm