EACD: evolutionary adaptation to concept drifts in data streams.
Hossein GhomeshiMohamed Medhat GaberYevgeniya KovalchukPublished in: Data Min. Knowl. Discov. (2019)
Keyphrases
- concept drift
- data streams
- streaming data
- mining data streams
- data stream mining
- drifting concepts
- evolving data streams
- stream data
- data stream classification
- drift detection
- change detection
- sliding window
- non stationary
- closed frequent itemsets
- stream mining
- sensor data
- predictive coding
- data distribution
- incremental clustering
- concept drifting data streams
- concept drifting
- incoming data
- ensemble classifier
- outlier detection
- continuous data
- ensemble learning
- classification algorithm
- high speed data streams
- sensor networks
- learning algorithm
- data sets
- ensemble classification
- continuous queries