Estimating Clustering Indexes in Data Streams.
Luciana S. BuriolGereon FrahlingStefano LeonardiChristian SohlerPublished in: ESA (2007)
Keyphrases
- data streams
- clustering method
- sliding window
- outlier detection
- multiple data streams
- clustering algorithm
- k means
- data sets
- query processing
- sensor networks
- databases
- self organizing maps
- sensor data
- concept drift
- information theoretic
- unsupervised learning
- change detection
- data clustering
- spectral clustering
- hierarchical clustering
- database
- categorical data
- stream clustering
- data streaming
- evolving data streams
- stream mining
- multi dimensional data
- stream data
- continuous queries
- streaming data
- fuzzy clustering
- data objects
- document clustering
- cluster analysis
- data points
- feature space