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