A Survey of Semi-Supervised Learning Methods.
Nitin Namdeo PiseParag KulkarniPublished in: CIS (2) (2008)
Keyphrases
- semi supervised learning methods
- semi supervised learning
- labeled data
- unlabeled data
- semi supervised
- semi supervised classification
- co training
- multi view semi supervised learning
- active learning
- supervised learning
- training data
- semi supervised learning algorithms
- machine learning
- unsupervised learning
- supervised methods
- regularization framework
- labeled and unlabeled data
- prior knowledge
- methods outperform
- text categorization
- transfer learning
- training set
- label propagation
- learning models
- labeled examples
- multi instance
- text classification
- data mining
- data points
- multi view
- model selection
- data sets