An Efficient Approach to Select Instances in Self-Training and Co-Training Semi-Supervised Methods.
Karliane M. O. ValeArthur Costa GorgônioFlavius da Luz e GorgônioAnne Magály de Paula CanutoPublished in: IEEE Access (2022)
Keyphrases
- co training
- supervised methods
- labeled training data
- semi supervised
- labeled data
- unlabeled data
- labeled instances
- semi supervised learning algorithms
- semi supervised learning
- semi supervised learning methods
- multi view
- supervised learning
- unlabeled instances
- text classification
- single view
- labeled examples
- active learning
- semi supervised classification
- unsupervised learning
- labeled and unlabeled data
- named entities
- training examples
- gaussian process
- weakly supervised
- multi view learning
- training data
- artificial intelligence
- text categorization
- data sets
- generative model
- prior knowledge
- decision trees
- learning algorithm