OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams.
Yiqun DiaoYutong YangQinbin LiBingsheng HeMian LuPublished in: CoRR (2023)
Keyphrases
- real world
- data streams
- data sets
- relational databases
- real time
- concept drift
- data stream mining
- streaming data
- wide range
- lessons learned
- sliding window
- open issues
- real world environments
- synthetic data
- key issues
- dynamic environments
- case study
- data mining
- data streaming
- mining data streams
- real environment
- relational learning
- complex environments
- change detection
- neural network