Semi-supervised shadowed sets for three-way classification on partial labeled data.
Xiaodong YueS. W. LiuQ. QianDuo-Qian MiaoCan GaoPublished in: Inf. Sci. (2022)
Keyphrases
- labeled data
- semi supervised
- labeled and unlabeled data
- unlabeled data
- semi supervised learning
- semi supervised classification
- supervised learning
- class labels
- co training
- text classification
- semi supervised learning algorithms
- fully supervised
- label information
- unlabeled samples
- partially labeled data
- unsupervised learning
- active learning
- transductive svm
- supervised learning algorithms
- partially labeled
- domain adaptation
- multi view
- labeled examples
- pairwise
- label propagation
- training data
- transfer learning
- pairwise constraints
- labeled instances
- prior knowledge
- decision trees
- labeled samples
- data points
- labeling effort
- unlabeled examples
- semi supervised clustering
- classification systems
- training set
- supervised classification
- classification accuracy
- training examples
- semisupervised learning
- abundant unlabeled data
- feature selection
- decision boundary
- multiple instance learning
- labeled training data
- learning tasks
- machine learning
- information retrieval
- instance selection
- labeling process
- semi supervised learning methods
- text categorization
- single view
- support vector machine
- text mining
- selective sampling
- supervised methods
- weakly supervised
- unsupervised clustering
- constrained clustering