A comprehensive analysis of concept drift locality in data streams.
Gabriel J. AguiarAlberto CanoPublished in: CoRR (2023)
Keyphrases
- comprehensive analysis
- concept drift
- data streams
- streaming data
- sliding window
- data stream classification
- drifting concepts
- drift detection
- change detection
- data stream mining
- mining data streams
- evolving data streams
- stream data
- ensemble classifier
- incremental clustering
- classification algorithm
- stream mining
- batch learning
- data distribution
- continuous queries
- high speed data streams
- non stationary
- data sets
- similarity measure
- support vector
- database
- image analysis
- neural network
- stream processing
- outlier detection
- high dimensional
- itemsets
- active learning