Multi-dimensional Probabilistic Regression over Imprecise Data Streams.
Ran GaoXike XieKai ZouTorben Bach PedersenPublished in: WWW (2022)
Keyphrases
- multi dimensional
- data streams
- multi dimensional data
- uncertain data
- sliding window
- streaming data
- probabilistic model
- regression model
- model selection
- concept drift
- gaussian processes
- sensor networks
- stream data
- posterior probability
- regression analysis
- multiple dimensions
- uncertain data streams
- data sets
- range queries
- bayesian networks
- linear regression
- belief networks
- support vector regression
- change detection
- data distribution
- sensor data
- index structure
- uncertain information
- learning algorithm
- heavy hitters
- continuous data streams
- data mining