Optimization for Active Learning-based Interactive Database Exploration.
Enhui HuangLiping PengLuciano Di PalmaAhmed AbdelkafiAnna LiuYanlei DiaoPublished in: Proc. VLDB Endow. (2018)
Keyphrases
- database
- active learning
- databases
- database systems
- optimization method
- global optimization
- optimization algorithm
- computer graphics
- relational databases
- virtual reality
- metadata
- learning algorithm
- user interaction
- selective sampling
- database applications
- interactive exploration
- guided exploration
- optimization problems
- data model
- learning process
- neural network
- semi supervised learning
- semi supervised
- evolutionary algorithm
- user friendly
- database schema
- database queries
- optimization process
- experimental design
- objective function
- design space exploration
- exploration exploitation
- data sets