Forgetful Forests: high performance learning data structures for streaming data under concept drift.
Zhehu YuanYinqi SunDennis E. ShashaPublished in: CoRR (2022)
Keyphrases
- concept drift
- streaming data
- data streams
- drifting concepts
- batch learning
- data structure
- evolving data streams
- sliding window
- data distribution
- learning algorithm
- incremental clustering
- classification algorithm
- learning tasks
- change detection
- stream processing
- data stream mining
- supervised learning
- database
- continuous queries
- stream data
- stream mining
- k nearest neighbor
- small number
- concept drifting
- mining data streams
- drift detection
- concept drifting data streams