Multiple kernel learning for label relation and class imbalance in multi-label learning.
Mingjing HanHan ZhangPublished in: Inf. Sci. (2022)
Keyphrases
- multi label learning
- multiple kernel learning
- class imbalance
- binary classification
- multi label
- semi supervised learning
- feature selection
- active learning
- class distribution
- cost sensitive
- unlabeled data
- labeled data
- semi supervised
- image classification
- text categorization
- high dimensionality
- multiple labels
- class labels
- graph cuts
- linear combination
- learning problems
- learning tasks
- concept drift
- multi task
- kernel function
- kernel methods
- supervised learning
- support vector
- learning models
- text classification
- transfer learning
- base learners
- pairwise
- decision trees
- training set
- machine learning
- ensemble learning
- cross validation
- naive bayes
- high dimensional
- small number
- multi class