Distributed clustering of ubiquitous data streams.
Pedro Pereira RodriguesJoão GamaPublished in: WIREs Data Mining Knowl. Discov. (2014)
Keyphrases
- data streams
- clustering method
- clustering algorithm
- distributed data streams
- distributed systems
- multiple data streams
- distributed environment
- outlier detection
- sliding window
- k means
- cooperative
- hierarchical clustering
- spectral clustering
- sensor networks
- streaming data
- data sets
- unsupervised learning
- data points
- categorical data
- sensor data
- evolving data streams
- itemsets
- peer to peer
- computer networks
- stream mining
- cluster analysis
- communication cost
- ubiquitous computing
- computing environments
- fuzzy clustering
- data clustering
- change detection
- mobile agents
- multi agent
- anomaly detection
- high dimensional