DWDP-Stream: A Dynamic Weight and Density Peaks Clustering Algorithm for Data Stream.
Di ChenTao DuJin ZhouYunzheng WuXingeng WangPublished in: Int. J. Comput. Intell. Syst. (2022)
Keyphrases
- data streams
- stream clustering
- clustering algorithm
- sliding window
- evolving data streams
- streaming data
- stream data
- continuous queries
- high level declarative
- continuous data streams
- stream mining
- concept drift
- data clustering
- outlier detection
- data stream management systems
- dynamic environments
- change detection
- data streaming
- data distribution
- stream processing
- data stream mining
- heavy hitters
- data sets
- mining data streams
- k means
- real time
- high speed data streams
- data mining
- data stream processing
- limited memory
- clustering method
- non stationary
- spectral clustering