Estimating statistical aggregates on probabilistic data streams.
T. S. JayramAndrew McGregorS. MuthukrishnanErik VeePublished in: PODS (2007)
Keyphrases
- data streams
- uncertain data
- sliding window
- uncertain data streams
- data driven
- stream mining
- streaming data
- mining data streams
- data sets
- information theoretic
- sensor data
- data stream mining
- concept drift
- change detection
- continuous data streams
- sensor networks
- statistical analysis
- stream processing
- data distribution
- statistical models
- frequent itemsets
- data streaming
- probabilistic model
- bayesian networks
- statistical inference
- stream data
- distributed data streams
- statistical methods
- statistical approaches
- belief networks
- itemsets
- rigid body
- heavy hitters
- multi dimensional
- data structure
- neural network