LADA: Look-Ahead Data Acquisition via Augmentation for Active Learning.
Yoon-Yeong KimKyungwoo SongJoonHo JangIl-Chul MoonPublished in: CoRR (2020)
Keyphrases
- data acquisition
- active learning
- data processing
- high speed
- monitoring system
- low cost
- real time
- data collection
- data analysis
- supervisory control
- high throughput
- learning algorithm
- machine learning
- learning process
- active learning strategies
- neural network
- databases
- data management
- computational intelligence
- reinforcement learning
- real world
- class imbalance
- cost sensitive learning