Multi Class Semi-Supervised Classification with Graph Construction Based on Adaptive Metric Learning.
Shogo OkadaToyoaki NishidaPublished in: ICANN (2) (2010)
Keyphrases
- multi class
- semi supervised classification
- metric learning
- semi supervised
- semi supervised learning
- pairwise
- pairwise constraints
- multi task
- labeled data
- unlabeled data
- support vector machine
- supervised learning
- active learning
- feature selection
- cost sensitive
- generative model
- unsupervised learning
- learning tasks
- binary classification
- distance metric
- base classifiers
- labeled and unlabeled data
- spectral clustering
- gaussian process
- machine learning
- learning problems
- markov random field
- transfer learning
- dimensionality reduction
- prior knowledge
- class labels
- co training
- boosting algorithms
- training data