A Scalable Algorithm for Graph-Based Active Learning.
Wentao ZhaoJun LongEn ZhuYun LiuPublished in: FAW (2008)
Keyphrases
- active learning
- semi supervised
- machine learning
- experimental design
- learning strategies
- supervised learning
- graph model
- selective sampling
- training examples
- semi supervised learning
- graph theoretic
- pool based active learning
- random sampling
- rare class
- labeled data
- batch mode active learning
- learning algorithm
- real time
- unlabeled data
- active learning strategies
- relevance feedback
- crowd sourced
- training set
- decision trees
- label propagation
- spreading activation
- batch mode
- imbalanced data classification
- incremental learning
- online learning
- learning process
- website
- data sets