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Activity Number: 349 - Quality, Reliability and Measurement System
Type: Contributed
Date/Time: Tuesday, July 30, 2019 : 10:30 AM to 12:20 PM
Sponsor: Quality and Productivity Section
Abstract #306827 Presentation
Title: The Investigation and Monitoring of Network Using Duality Between Network and Time Series
Author(s): Zhi Wang*
Companies:
Keywords: Network ; Time series; Statistical Process Control; community structure; hierarchy ; monitoring
Abstract:

The statistical monitoring of networks is a new and fruitful area of research. In this talk, we investigate a relatively new mapping scheme between graphs and time series and explore its application to the general network monitoring and surveillance problem. In particular, we investigate how shifts in specific graph features, e.g., community structure, graph hierarchy, etc., are reflected in the mapping from network to time series, and then use this information to develop a tractable statistical process monitoring strategy useful in monitoring for changes in these graph features.


Authors who are presenting talks have a * after their name.

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