An incremental algorithm for clustering spatial data streams: exploring temporal locality.
Ling-Yin WeiWen-Chih PengPublished in: Knowl. Inf. Syst. (2013)
Keyphrases
- data streams
- spatial locality
- spatial and temporal
- spatio temporal
- spatio temporal data
- clustering algorithm
- temporal dimension
- multiple data streams
- spatial data
- temporal data
- temporal correlation
- clustering method
- outlier detection
- spatial clustering
- spatial temporal
- k means
- temporal aspects
- spatial features
- sliding window
- temporal information
- spatial information
- data sets
- temporal domain
- temporal resolution
- locality preserving
- unsupervised learning
- space time
- temporal dependencies
- temporal reasoning
- hierarchical clustering
- document clustering
- high dimensional data
- self organizing maps
- temporal relations
- continuous data streams
- concept drift
- sensor networks
- density based clustering
- spatio temporal databases
- temporal redundancy
- query processing
- clusters of arbitrary shapes
- temporal relationships
- temporal sequences
- stream data
- streaming data
- temporal patterns
- cluster analysis