Application of Semi-Supervised Learning in Image Classification: Research on Fusion of Labeled and Unlabeled Data.
Sai LiPeng KouMiao MaHaoyu YangShuo HuangZhengyi YangPublished in: IEEE Access (2024)
Keyphrases
- semi supervised learning
- labeled and unlabeled data
- unlabeled data
- semi supervised
- labeled data
- image classification
- supervised learning
- regularization framework
- co training
- manifold regularization
- unsupervised learning
- semi supervised classification
- machine learning
- active learning
- labeled examples
- semi supervised learning algorithms
- training data
- learning problems
- labeled training data
- learning tasks
- label propagation
- text categorization
- pairwise
- transfer learning
- text classification
- semi supervised learning setting
- metric learning
- learning models
- data sets
- graph laplacian
- unlabeled samples
- data points