On Selecting Helpful Unlabeled Data for Improving Semi-Supervised Support Vector Machines.
Thanh-Binh LeSang-Woon KimPublished in: ICPRAM (2014)
Keyphrases
- semi supervised support vector machines
- unlabeled data
- semi supervised
- semi supervised learning
- labeled data
- co training
- supervised learning
- semi supervised classification
- active learning
- labeled and unlabeled data
- labeled examples
- pairwise
- text categorization
- labeled training data
- supervised learning algorithms
- training data
- class labels
- machine learning
- number of labeled examples
- domain adaptation
- multi view
- label propagation
- transfer learning
- training examples
- learning algorithm
- text classification
- unsupervised learning
- training set
- sample selection bias
- supervised and semi supervised
- small set of labeled
- probabilistic model
- data mining
- data points
- semisupervised learning