Concept Drift Based Multi-dimensional Data Streams Sampling Method.
Ling LinXiaolong QiZhirui ZhuYang GaoPublished in: PAKDD (1) (2019)
Keyphrases
- concept drift
- multi dimensional
- data streams
- streaming data
- sliding window
- evolving data streams
- mining data streams
- data stream mining
- drifting concepts
- change detection
- data stream classification
- drift detection
- incremental clustering
- data distribution
- stream data
- index structure
- multi dimensional data
- non stationary
- batch learning
- ensemble classifier
- stream mining
- classification algorithm
- outlier detection
- limited memory
- sequential patterns
- concept drifting
- data sets
- concept drifting data streams
- high speed data streams
- itemsets
- supervised learning
- nearest neighbor
- semi supervised
- active learning
- data structure
- feature selection