Semi-supervised learning from unbalanced labeled data: An improvement.
Te Ming HuangVojislav KecmanPublished in: Int. J. Knowl. Based Intell. Eng. Syst. (2006)
Keyphrases
- semi supervised learning
- labeled data
- unlabeled data
- semi supervised
- text classification
- training data
- active learning
- supervised learning
- labeled examples
- semi supervised classification
- transfer learning
- labeled and unlabeled data
- semi supervised learning methods
- domain adaptation
- label propagation
- data points
- class labels
- labeled training data
- abundant unlabeled data
- co training
- unsupervised learning
- regularization framework
- text categorization
- supervised learning algorithms
- learning algorithm
- prior knowledge
- supervised methods
- labeled instances
- machine learning
- learning problems
- label information
- metric learning
- unlabeled instances
- decision trees
- learning tasks
- machine learning algorithms
- training examples
- semi supervised learning algorithms
- training samples
- semisupervised learning
- partially labeled data
- data mining