Supporting quality-aware pervasive applications by probabilistic data stream management.

Christian Kuka Daniela Nicklas

Published 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