Scaling Up Semi-supervised Learning: An Efficient and Effective LLGC Variant.
Bernhard PfahringerClaire LeschiPeter ReutemannPublished in: PAKDD (2007)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- unsupervised learning
- supervised learning
- instance selection
- co training
- active learning
- machine learning
- learning problems
- manifold regularization
- learning models
- graph based semi supervised learning
- training data
- feature selection
- label propagation
- regularization framework
- improve the classification accuracy
- multi view learning
- transductive support vector machine
- labeled examples
- data analysis
- learning algorithm
- information retrieval