A Probabilistic Approach to Detect Local Dependencies in Streams.

Qiyang Duan Mingxi Wu Peng Wang Wei Wang Yu Cao

Published in: DEXA (2) (2014)

Keyphrases

probabilistic model
detection algorithm
data streams
detection method
automatic detection
data driven
bayesian networks
dependency analysis
dependency graphs
abnormal behavior
transactional data
probabilistic logic
belief networks
conditional probabilities
random variables
sliding window
generative model