Bayesian Sketches for Volume Estimation in Data Streams.
Francesco Da DaltSimon ScherrerAdrian PerrigPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- data streams
- bayesian estimation
- sliding window
- sensor networks
- markov random field prior
- data sets
- itemsets
- accurate estimation
- maximum likelihood
- data driven
- bayesian analysis
- anytime classification
- concept drift
- streaming data
- posterior probability
- bayesian decision
- bayesian learning
- robust estimation
- bayesian networks
- neural network
- posterior distribution
- density estimation
- change detection
- parameter estimation
- stream processing
- medical images
- markov random field