Concept drift type identification based on multi-sliding windows.
Husheng GuoHai LiQiaoyan RenWenjian WangPublished in: Inf. Sci. (2022)
Keyphrases
- concept drift
- data streams
- sliding window
- streaming data
- stream data
- drifting concepts
- high speed data streams
- change detection
- mining data streams
- data stream classification
- drift detection
- fixed size
- frequent itemsets
- limited memory
- window size
- data sets
- data distribution
- sensor data
- continuous queries
- non stationary
- image processing
- window sizes
- data structure
- data analysis
- database
- data mining
- data model