基于模糊聚类的数据流概念漂移检测算法 (Detecting Concept Drift of Data Stream Based on Fuzzy Clustering).
Xiaodong ChenLijuan SunChong HanJian GuoPublished in: 计算机科学 (2016)
Keyphrases
- concept drift
- fuzzy clustering
- data streams
- streaming data
- fuzzy c means
- fuzzy clustering algorithm
- data stream mining
- drift detection
- data stream classification
- drifting concepts
- sliding window
- data distribution
- change detection
- clustering algorithm
- non stationary
- fuzzy c means algorithm
- fuzzy clustering algorithms
- fuzzy clustering method
- membership functions
- classification algorithm
- stream data
- evolving data streams
- high speed data streams
- stream mining
- similarity measure
- continuous queries
- expert systems
- feature selection