Stable matching-based two-way selection in multi-label active learning with imbalanced data.
Shuyue ChenRan WangJian LuXizhao WangPublished in: Inf. Sci. (2022)
Keyphrases
- multi label
- imbalanced data
- active learning
- random forest
- text categorization
- class imbalance
- image classification
- text classification
- binary classification
- class labels
- graph cuts
- class distribution
- image annotation
- learning tasks
- feature selection
- support vector machine
- ensemble methods
- supervised learning
- unlabeled data
- learning algorithm
- sampling methods
- svm classifier
- training examples
- labeled data
- machine learning
- transfer learning
- linear regression
- classification models
- semi supervised
- learning process
- imbalanced datasets
- high dimensionality
- cost sensitive
- ensemble learning
- support vector