Semi-supervised Learning from Unbalanced Labeled Data - An Improvement.
Te Ming HuangVojislav KecmanPublished in: KES (2004)
Keyphrases
- semi supervised learning
- labeled data
- unlabeled data
- semi supervised
- supervised learning
- active learning
- semi supervised classification
- transfer learning
- text classification
- training data
- semi supervised learning methods
- learning algorithm
- labeled training data
- co training
- labeled and unlabeled data
- text categorization
- data points
- machine learning
- label propagation
- abundant unlabeled data
- labeled examples
- learning models
- prior knowledge
- learning problems
- class labels
- unsupervised learning
- multi view learning
- semi supervised learning algorithms
- domain adaptation
- training examples
- target domain
- supervised learning algorithms
- regularization framework
- unlabeled examples
- information retrieval
- number of labeled examples
- object recognition
- labeled instances
- label information
- multiple instance learning