Self-adaption neighborhood density clustering method for mixed data stream with concept drift.
Shuliang XuLin FengShenglan LiuHong QiaoPublished in: Eng. Appl. Artif. Intell. (2020)
Keyphrases
- clustering method
- concept drift
- data streams
- streaming data
- data stream mining
- data stream classification
- change detection
- drifting concepts
- evolving data streams
- sliding window
- drift detection
- data distribution
- non stationary
- stream data
- mining data streams
- cluster analysis
- spectral clustering
- hierarchical clustering
- clustering algorithm
- classification algorithm
- high speed data streams
- k means
- similarity measure
- continuous queries
- frequent itemsets
- affinity propagation
- stream mining
- data sets
- document clustering
- image registration
- training data