A Selection Metric for semi-supervised learning based on neighborhood construction.
Mona EmadiJafar TanhaMohammad Ebrahim ShiriMehdi Hosseinzadeh AghdamPublished in: Inf. Process. Manag. (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- metric learning
- unsupervised learning
- supervised learning
- machine learning
- instance selection
- learning problems
- semi supervised classification
- manifold regularization
- training data
- active learning
- co training
- improve the classification accuracy
- regularization framework
- graph construction
- graph based semi supervised learning
- data sets
- similarity measure
- distance measure
- computer vision
- labeled and unlabeled data
- label propagation
- decision trees
- image segmentation
- reinforcement learning
- learning environment