Combining Committee-Based Semi-Supervised Learning and Active Learning.
Mohamed Farouk Abdel HadyFriedhelm SchwenkerPublished in: J. Comput. Sci. Technol. (2010)
Keyphrases
- semi supervised learning
- active learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- label propagation
- unsupervised learning
- machine learning
- labeled examples
- training data
- transfer learning
- learning algorithm
- semi supervised learning algorithms
- co training
- training examples
- random sampling
- learning problems
- manifold regularization
- graph based semi supervised learning
- unlabeled examples
- improve the classification accuracy
- learning models
- labeled and unlabeled data
- learning process
- image segmentation
- graph construction
- multiple instance learning
- labeled instances
- opinion detection