Active Learning for Node Classification: The Additional Learning Ability from Unlabelled Nodes.
Juncheng LiuYiwei WangBryan HooiRenchi YangXiaokui XiaoPublished in: CoRR (2020)
Keyphrases
- active learning
- supervised learning
- selective sampling
- learning algorithm
- node selection
- decision trees
- learning tasks
- unsupervised learning
- learning process
- machine learning
- learning problems
- incremental learning
- feature extraction
- text classification
- semi supervised learning
- class labels
- data sets
- semi supervised
- feature vectors
- online learning
- training set
- shortest path
- learning strategies
- support vector
- reinforcement learning
- discriminative learning
- rare class