An Anomaly Detection Method for Multivariate Time Series Data Based on Variational Autoencoders and Association Discrepancy

Driven by rapid advancements in big data and Internet of Things (IoT) technologies, time series data are now extensively utilized across diverse industrial sectors. The precise identification of anomalies in time series data—especially within intricate and ever-changing environments—has emerged as a...

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Bibliographic Details
Main Authors: Haodong Wang, Huaxiong Zhang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/13/7/1209
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