Quality matters: supporting quality-aware pervasive applications by probabilistic data stream management.
Christian KukaDaniela NicklasPublished in: DEBS (2014)
Keyphrases
- quality aware
- data streams
- sliding window
- decision support
- streaming data
- uncertain data streams
- high quality
- generative model
- uncertain data
- concept drift
- probabilistic model
- management system
- data sets
- outlier detection
- multi dimensional data
- information management
- change detection
- data distribution
- information systems