Concept Drift Adaptation by Exploiting Historical Knowledge.
Yu SunKe TangZexuan ZhuXin YaoPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- concept drift
- data streams
- streaming data
- knowledge acquisition
- knowledge base
- drift detection
- incremental clustering
- non stationary
- domain knowledge
- prior knowledge
- knowledge discovery
- knowledge representation
- data management
- database management systems
- classification algorithm
- change detection
- high dimensional
- machine learning
- batch learning
- database