A Distance-Weighted Selection of Unlabelled Instances for Self-training and Co-training Semi-supervised Methods.
Cephas A. S. BarretoArthur C. GorgônioAnne M. P. CanutoJoão Carlos Xavier Jr.Published in: BRACIS (2) (2020)
Keyphrases
- co training
- supervised methods
- semi supervised learning
- labeled data
- labeled training data
- semi supervised
- unlabeled data
- semi supervised learning algorithms
- semi supervised learning methods
- labeled instances
- text classification
- supervised learning
- unlabeled instances
- transfer learning
- multi view
- single view
- labeled examples
- active learning
- semi supervised classification
- labeled and unlabeled data
- text categorization
- training examples
- class labels
- unsupervised learning
- training data
- named entities
- learning algorithm
- pairwise
- prior knowledge
- weakly supervised
- multiple instance learning
- target domain
- methods require
- semantic segmentation
- training process
- multiple views
- decision trees
- computer vision
- information retrieval