Hierarchical Bottom-Up Safe Semi-Supervised Support Vector Machines for Multi-Class Transductive Learning.
Thiago F. CovoesRodrigo C. BarrosTiago Silva da SilvaEduardo R. HruschkaAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: J. Inf. Data Manag. (2013)
Keyphrases
- transductive learning
- multi class
- semi supervised support vector machines
- semi supervised
- pairwise
- support vector machine
- semi supervised learning
- unsupervised learning
- binary classification
- semi supervised classification
- label propagation
- labeled data
- multi class classification
- cost sensitive
- co training
- feature selection
- supervised learning
- active learning
- base classifiers
- unlabeled data
- pairwise constraints
- kernel matrix
- labeled and unlabeled data
- training set
- feature space
- data sets