Querying Discriminative and Representative Samples for Batch Mode Active Learning.
Zheng WangJieping YePublished in: ACM Trans. Knowl. Discov. Data (2015)
Keyphrases
- batch mode active learning
- representative samples
- active learning
- semi supervised
- batch mode
- training set
- machine learning
- training samples
- supervised learning
- query processing
- database
- semi supervised learning
- labeled data
- learning process
- query language
- learning algorithm
- unsupervised learning
- feature selection
- generalization error
- data sets
- online learning
- feature extraction
- decision trees
- data mining
- training data
- incremental learning