Concept Drift Adaptation by Exploiting Historical Knowledge.
Yu SunKe TangZexuan ZhuXin YaoPublished in: CoRR (2017)
Keyphrases
- concept drift
- drifting concepts
- data streams
- domain knowledge
- streaming data
- drift detection
- knowledge discovery
- non stationary
- knowledge base
- prior knowledge
- data distribution
- historical data
- classification algorithm
- change detection
- data stream mining
- incremental clustering
- database
- nearest neighbor
- knowledge representation
- concept descriptions
- evolving data streams
- batch learning