Modelling contextual constraints in probabilistic relaxation for multi-class semi-supervised learning.
Adolfo Martínez UsóFiliberto PlaJosé Martínez SotocaPublished in: Knowl. Based Syst. (2014)
Keyphrases
- multi class
- semi supervised learning
- probabilistic relaxation
- semi supervised
- unlabeled data
- labeled data
- pairwise
- supervised learning
- text categorization
- contour extraction
- image segmentation
- training data
- support vector machine
- machine learning
- unsupervised learning
- edge detection
- active learning
- object detection
- learning problems
- curve matching
- discriminative models
- binary classifiers
- improve the classification accuracy
- reinforcement learning
- similarity measure
- transfer learning
- multi label classification
- feature selection
- learning algorithm