Estimating hybrid frequency moments of data streams.
Sumit GangulyMohit BansalShruti DubePublished in: J. Comb. Optim. (2012)
Keyphrases
- data streams
- heavy hitters
- sliding window
- streaming data
- change detection
- mining data streams
- stream data
- concept drift
- data sets
- sensor networks
- data streaming
- data distribution
- non stationary
- itemsets
- moment invariants
- multiscale
- estimation process
- data stream mining
- frequency distribution
- case study
- continuous data streams
- genetic algorithm