Open-World Semi-Supervised Learning for Node Classification.
Yanling WangJing ZhangLingxi ZhangLixin LiuYuxiao DongCuiping LiHong ChenHongzhi YinPublished in: CoRR (2024)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- improve the classification accuracy
- semi supervised
- unlabeled data
- co training
- unsupervised learning
- labeled and unlabeled data
- semi supervised learning algorithms
- transductive support vector machine
- machine learning
- labeled data
- open world
- label propagation
- unlabeled samples
- text classification
- class labels
- classification accuracy
- active learning
- training data
- closed world
- feature selection
- pattern recognition
- labeled instances
- incomplete information
- training set
- decision trees
- decision boundary
- label information
- autonomous agents