An improved MLTSVM using label-specific features with missing labels.
Qing AiFei LiXiangna LiJi ZhaoWenhui WangQingyun GaoFei ZhaoPublished in: Appl. Intell. (2023)
Keyphrases
- specific features
- multi label
- label space
- image labeling
- class labels
- multi label classification
- label noise
- multiple labels
- label propagation
- label assignment
- multi label learning
- multilabel classification
- labeling process
- labeling problems
- multi instance learning
- partially labeled
- missing data
- label information
- labeling effort
- semantic labels
- text classification
- active learning
- semi supervised
- graph cuts
- instance level
- active learning framework
- feature space
- training data
- structural features
- supervised learning
- pairwise
- missing values
- label field
- text categorization
- labeled data
- active learner