A comprehensive analysis of concept drift locality in data streams.
Gabriel Jonas AguiarAlberto CanoPublished in: Knowl. Based Syst. (2024)
Keyphrases
- comprehensive analysis
- concept drift
- data streams
- streaming data
- stream data
- mining data streams
- drifting concepts
- sliding window
- data stream classification
- change detection
- drift detection
- evolving data streams
- incremental clustering
- data stream mining
- non stationary
- outlier detection
- data distribution
- data sets
- concept descriptions
- concept drifting data streams
- stream mining
- incoming data
- batch learning
- classification algorithm
- support vector
- stream processing
- high speed data streams
- prediction accuracy