Cost Effective Multi-label Active Learning via Querying Subexamples.
Xia ChenGuoxian YuCarlotta DomeniconiJun WangZhao LiZili ZhangPublished in: ICDM (2018)
Keyphrases
- cost effective
- multi label
- active learning
- text categorization
- multi label classification
- image classification
- image annotation
- low cost
- graph cuts
- binary classification
- text classification
- multi label learning
- multi instance
- class labels
- cost effectiveness
- labeled data
- databases
- query language
- unlabeled data
- semi supervised
- cost sensitive
- relevance feedback
- learning algorithm
- supervised learning
- semi supervised learning
- classification accuracy
- label space
- learning process
- hierarchical text categorization
- label assignment
- data sets
- multiple labels
- training examples
- image segmentation
- information retrieval
- face recognition
- support vector
- knn