Semi-supervised Learning Applied to Large Data Sets with Very Few Labeled Examples.
Hong ChenGongde GuoPublished in: FSKD (1) (2009)
Keyphrases
- semi supervised learning
- labeled examples
- unlabeled data
- semi supervised
- labeled data
- unlabeled examples
- co training
- number of labeled examples
- supervised learning
- active learning
- semi supervised classification
- text categorization
- training data
- learning problems
- multiple instance learning
- unsupervised learning
- training examples
- data sets
- transfer learning
- label propagation
- machine learning
- text classification
- similarity measure
- labeled and unlabeled data
- labeled training data
- data points
- positive examples
- instance selection
- feature extraction
- multi instance
- information retrieval
- unlabeled instances