Mining Swarm Patterns in Sliding Windows over Moving Object Data Streams.
Alka BhushanUmesh BellurKuldeep SharmaSrijay DeshpandeNandlal L. SardaPublished in: SIGSPATIAL/GIS (2017)
Keyphrases
- data streams
- sliding window
- multiple data streams
- continuous data streams
- stream mining
- closed sequential patterns
- closed frequent itemsets
- itemsets
- moving objects
- pattern mining
- frequent itemsets
- incremental mining
- emerging patterns
- frequent patterns
- mining data streams
- streaming data
- stream data
- interesting patterns
- pattern discovery
- space efficient
- mining algorithm
- mining frequent itemsets
- fixed size
- movement patterns
- frequent closed itemsets
- window size
- limited memory
- high speed data streams
- sequential patterns
- continuous queries
- data distribution
- data mining techniques
- change detection
- frequent pattern mining
- transactional databases
- variable size
- concept drift
- sensor networks
- sequential pattern mining
- sensor data
- association rule mining
- data sets
- data mining
- walsh hadamard transform
- mining frequent
- graph patterns
- video sequences
- closed patterns
- condensed representations
- window sizes
- concept drifting
- itemset mining
- frequent itemset mining
- web logs