Semi-supervised learning in knowledge discovery.
Aljoscha KloseRudolf KrusePublished in: Fuzzy Sets Syst. (2005)
Keyphrases
- graph based semi supervised learning
- semi supervised learning
- knowledge discovery
- machine learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised learning methods
- data mining
- unsupervised learning
- semi supervised classification
- supervised learning
- learning problems
- association rules
- databases
- graph construction
- co training
- text mining
- transfer learning
- learning models
- labeled examples
- training data
- manifold regularization
- computer vision
- data analysis
- unlabeled samples
- semi supervised clustering
- graph transduction
- semi supervised learning algorithms
- regularization framework
- multi view
- improve the classification accuracy
- labeled and unlabeled data
- object recognition
- active learning
- decision trees