An Empirical Comparison of Stream Clustering Algorithms.
Matthias CarneinDennis AssenmacherHeike TrautmannPublished in: Conf. Computing Frontiers (2017)
Keyphrases
- clustering algorithm
- stream clustering
- data streams
- cluster analysis
- k means
- evolving data streams
- document clustering
- data clustering
- fuzzy c means
- sliding window
- fuzzy clustering
- overlapping clusters
- unsupervised clustering
- continuous queries
- real time
- data sets
- clustering analysis
- stream processing
- clustering framework
- density based clustering
- data representations
- streaming data
- incoming data
- incremental clustering
- clustering method
- evolutionary clustering