Confidence-based stopping criteria for active learning for data annotation.
Jingbo ZhuHuizhen WangEduard H. HovyMatthew Y. MaPublished in: ACM Trans. Speech Lang. Process. (2010)
Keyphrases
- active learning
- data sets
- data collection
- data mining techniques
- data quality
- database
- data processing
- image data
- prior knowledge
- xml documents
- data sources
- knowledge discovery
- data analysis
- small number
- synthetic data
- databases
- probability distribution
- data points
- semi supervised
- learning environment
- multiscale
- machine learning
- semantic annotation
- original data