Temporal Inconsistency-Based Active Learning.
Tianjiao WanYutao DouKele XuZijian GaoBo DingDawei FengHuaimin WangPublished in: ICASSP (2024)
Keyphrases
- active learning
- spatial and temporal
- random sampling
- semi supervised learning
- spatio temporal
- temporal constraints
- temporal data
- temporal patterns
- temporal relations
- unlabeled data
- training examples
- cost sensitive
- pool based active learning
- selective sampling
- temporal dimension
- temporal databases
- temporal reasoning
- machine learning
- temporal information
- learning strategies
- semi supervised
- learning process
- supervised learning
- temporal evolution
- data streams
- temporal consistency
- reinforcement learning
- integrity checking
- annotation effort
- database systems