Scalable Data Stream Clustering with k Estimation.
Paulo G. L. CandidoMurilo Coelho NaldiJonathan de Andrade SilvaElaine R. FariaPublished in: BRACIS (2017)
Keyphrases
- data streams
- outlier detection
- clustering method
- parameter free
- clustering algorithm
- multi dimensional data
- multi dimensional
- sliding window
- change detection
- multiple data streams
- self organizing maps
- k means
- concept drift
- mining of frequent itemsets
- document clustering
- data clustering
- hierarchical clustering
- continuous data streams
- accurate estimation
- spectral clustering
- distributed data streams
- space efficient
- stream processing
- highly scalable
- streaming data
- fuzzy clustering
- cluster analysis
- parameter estimation
- image segmentation