MGAD: Mutual Information and Graph Embedding Based Anomaly Detection in Multivariate Time Series

MGAD: Mutual Information and Graph Embedding Based Anomaly Detection in Multivariate Time Series

Along with the popularity of mobile Internet and smart applications, more and more high-dimensional sensor data have appeared, and these high-dimensional sensor data have hidden information about system performance degradation, system failure, etc., and how to mine them to obtain such information is...

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Bibliographic Details
Main Authors: Yuehua Huang, Wenfen Liu, Song Li, Ying Guo, Wen Chen
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Electronics
Subjects:
mutual information
graph embedding
anomaly detection
multivariate time series
Online Access:https://www.mdpi.com/2079-9292/13/7/1326

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https://www.mdpi.com/2079-9292/13/7/1326

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