Supporting quality-aware pervasive applications by probabilistic data stream management.
Christian KukaDaniela NicklasPublished in: DEBS (2014)
Keyphrases
- quality aware
- data streams
- sliding window
- uncertain data
- bayesian networks
- change detection
- streaming data
- uncertain data streams
- decision support
- management system
- probabilistic model
- data processing
- document management
- stream data
- data mining
- data stream mining
- high level declarative
- outlier detection
- context aware
- belief networks
- concept drift
- computing environments
- information management
- itemsets
- distributed data streams
- metadata creation
- generative model
- data management