Constructing fading histograms from data streams.
Raquel SebastiãoJoão GamaTeresa MendonçaPublished in: Prog. Artif. Intell. (2014)
Keyphrases
- data streams
- sliding window
- stream data
- data sets
- sensor networks
- concept drift
- change detection
- streaming data
- multipath
- multiple data streams
- mining data streams
- evolving data streams
- data stream mining
- real time
- sensor data
- continuous queries
- signal to noise ratio
- stream processing
- limited memory
- data distribution
- histogram analysis
- frequent itemsets
- neural network
- distributed data streams