Combining active learning and semi-supervised for improving learning performance.
Tinghuai MaJian GeJin WangPublished in: ISABEL (2011)
Keyphrases
- active learning
- semi supervised
- learning process
- supervised learning
- unlabeled data
- learning algorithm
- unsupervised learning
- reinforcement learning
- selective sampling
- partially labeled data
- online learning
- transductive learning
- labeled and unlabeled data
- incremental learning
- combining multiple
- learning frameworks
- learning styles
- version space
- positive examples
- random sampling
- learning problems
- learning strategies
- data sets
- prior knowledge
- pairwise
- machine learning