Graph active learning for GCN-based zero-shot classification.
Qunbo WangWenjun WuYongchi ZhaoYuzhang ZhuangPublished in: Neurocomputing (2021)
Keyphrases
- active learning
- batch mode active learning
- selective sampling
- pattern recognition
- machine learning
- classification accuracy
- supervised learning
- random walk
- image classification
- decision trees
- classification method
- support vector machine svm
- annotation effort
- class imbalance
- support vector machine
- feature vectors
- training set
- feature selection
- training examples
- benchmark datasets
- class labels
- classification algorithm
- graph structure
- feature extraction
- graph model
- feature space
- sample selection
- rare class
- active learning framework