Instance-Label Based Multi-Label Active Learning by Evolutionary Multi-Objective Optimization.
Yuheng ZhouHaopu ShangYu-Chang WuChao QianPublished in: GECCO Companion (2024)
Keyphrases
- multi label
- evolutionary multi objective optimization
- active learning
- multiple labels
- multi label classification
- unlabeled instances
- multi instance
- single label classification
- text categorization
- graph cuts
- multi objective
- image classification
- multi label learning
- class labels
- image annotation
- unlabeled data
- binary classification
- text classification
- label space
- labeled data
- label assignment
- training examples
- machine learning
- semi supervised
- training set
- protein function prediction
- max margin
- supervised learning
- learning process
- evolutionary algorithm
- feature extraction
- transfer learning
- learning algorithm
- hierarchical text categorization
- ensemble methods
- cost sensitive
- object recognition
- knn
- image segmentation
- neural network
- relevance feedback