Imbalanced Augmented Class Learning with Unlabeled Data by Label Confidence Propagation.
Si-Yu DingXu-Ying LiuMin-Ling ZhangPublished in: ICDM (2018)
Keyphrases
- unlabeled data
- class labels
- supervised learning
- learning algorithm
- semi supervised
- active learning
- labeled and unlabeled data
- positive examples
- semi supervised learning
- labeled data
- multi label learning
- co training
- domain adaptation
- sample selection bias
- training data
- multi view learning
- label information
- data points
- unsupervised learning
- supervised learning algorithms
- prior knowledge
- training set
- labeling effort
- learning tasks
- class distribution
- information extraction
- text classification
- training examples
- partially labeled
- learning process
- learning frameworks
- supervised and semi supervised
- transductive learning
- semi supervised classification
- natural language processing
- learning problems
- text categorization