Continuously Mining Sliding Window Trend Clusters in a Sensor Network.
Annalisa AppiceDonato MalerbaAnna CiampiPublished in: DEXA (2) (2012)
Keyphrases
- sensor networks
- sliding window
- data streams
- closed frequent itemsets
- stream mining
- frequent itemsets
- data distribution
- itemsets
- sensor data
- streaming data
- communication cost
- fixed size
- data collection
- streaming time series
- mining frequent itemsets
- resource constrained
- stream data
- sensor nodes
- environmental monitoring
- frequent closed itemsets
- wireless sensor networks
- incremental mining
- energy efficient
- energy consumption
- concept drift
- window size
- limited memory
- continuous queries
- data aggregation
- clustering algorithm
- variable size
- data mining
- real time
- heterogeneous sensor networks
- base station
- mining algorithm
- underwater acoustic
- mobile sensor networks
- data sets
- data gathering
- data mining tasks
- sensor web
- knowledge discovery
- data points
- visual sensor networks