BALQUE: Batch active learning by querying unstable examples with calibrated confidence.
Yincheng HanDajiang LiuJiaxing ShangLinjiang ZhengJiang ZhongWeiwei CaoHong SunWu XiePublished in: Pattern Recognit. (2024)
Keyphrases
- active learning
- training examples
- batch mode
- databases
- database
- supervised learning
- semi supervised
- learning strategies
- neural network
- query language
- learning process
- experimental design
- labeled examples
- quality prediction
- multi view
- data mining
- query interface
- high confidence
- confidence measure
- selective sampling
- confidence values
- database querying
- pool based active learning