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Predictive Complex Event Processing Using Evolving Bayesian Network

Published in Zenodo (CERN European Organization for Nuclear Research) • Mar 20, 2018
NobleIDNI9P08W42R06S37
Authors:
YONGHENG WANG* HUI GAO

Abstract

In view of the real-time change of data distribution and poor performance of fixed models in the streaming big data environment, we propose a novel structure learning method based on evolving Bayesian network. On the basis of Minimum Description Length and Max-Min Hill-Climbing algorithm, we improve...

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