Semi-supervised learning combining co-training with active learning.
Yihao ZhangJunhao WenXibin WangZhuo JiangPublished in: Expert Syst. Appl. (2014)
Keyphrases
- semi supervised learning
- co training
- active learning
- unlabeled data
- semi supervised
- labeled data
- supervised learning
- semi supervised classification
- semi supervised learning methods
- unlabeled examples
- labeled examples
- unlabeled instances
- transfer learning
- learning algorithm
- semi supervised learning algorithms
- machine learning
- domain adaptation
- training examples
- unsupervised learning
- random sampling
- labeled and unlabeled data
- label propagation
- multi view learning
- labeled training data
- training data
- supervised and unsupervised learning
- partially labeled data
- text classification
- training set
- pairwise constraints
- learning models
- regularization framework
- generative model
- learning process
- class labels
- unlabeled samples
- knowledge discovery
- data points