Memory management for data streams subject to concept drift.
Pierre-Xavier LoeffelChristophe MarsalaMarcin DetynieckiPublished in: ESANN (2016)
Keyphrases
- concept drift
- memory management
- data streams
- operating system
- streaming data
- drifting concepts
- data stream mining
- sliding window
- hardware implementation
- mining data streams
- drift detection
- data stream classification
- change detection
- stream data
- data distribution
- classification algorithm
- non stationary
- evolving data streams
- data sets
- itemsets
- computing environments
- parallel computation
- data structure
- incoming data
- database systems
- stream mining
- classification accuracy
- flash memory