GPLVM and lava floor distance for label-deficient semi-supervised learning: Case study.
Rastin RastgoufardAbdulRahman AlsammanPublished in: FUSION (2016)
Keyphrases
- semi supervised learning
- case study
- label propagation
- semi supervised
- multi label classification
- unlabeled data
- labeled data
- multi instance learning
- machine learning
- co training
- unsupervised learning
- partially labeled
- supervised learning
- semi supervised classification
- manifold regularization
- training data
- active learning
- text categorization
- class labels
- transfer learning
- labeled examples
- multi instance
- improve the classification accuracy
- unlabeled instances
- semi supervised learning algorithms
- real world
- graph based semi supervised learning
- label information
- distance function
- distance measure
- pattern recognition
- semi supervised clustering
- graph construction
- learning models
- distance metric
- semi supervised learning methods
- prior knowledge