Efficient and robust active learning methods for interactive database exploration.
Enhui HuangYanlei DiaoAnna LiuLiping PengLuciano Di PalmaPublished in: VLDB J. (2024)
Keyphrases
- database
- active learning
- computationally expensive
- database systems
- data sets
- neural network
- preprocessing
- significant improvement
- data model
- empirical studies
- ensemble methods
- machine learning methods
- machine learning algorithms
- user interaction
- text classification
- data mining techniques
- data management
- semi supervised
- computational cost
- learning algorithm