Optimizing Data Stream Representation: An Extensive Survey on Stream Clustering Algorithms.
Matthias CarneinHeike TrautmannPublished in: Bus. Inf. Syst. Eng. (2019)
Keyphrases
- data streams
- clustering algorithm
- sliding window
- streaming data
- stream clustering
- concept drift
- stream processing
- stream mining
- data clustering
- stream data
- continuous stream
- real time
- continuous queries
- data distribution
- real world
- distributed data streams
- k means
- data streaming
- incoming data
- space efficient
- outlier detection
- change detection
- data collection
- data stream mining
- evolving data streams
- data stream processing
- closed frequent itemsets
- index structure
- heavy hitters
- continuous data streams