Reactive Concept Drift Detection Using Coresets Over Sliding Windows.
Moritz HeusingerFrank-Michael SchleifPublished in: SSCI (2020)
Keyphrases
- concept drift
- data streams
- sliding window
- streaming data
- change detection
- high speed data streams
- stream data
- drifting concepts
- data stream classification
- data distribution
- drift detection
- fixed size
- data sets
- continuous queries
- sensor data
- limited memory
- mining data streams
- window size
- variable size
- classification algorithm
- non stationary
- frequent itemsets
- window sizes
- multi dimensional
- image processing
- database
- walsh hadamard transform