Anomaly detection model for multivariate time series based on stochastic Transformer

Anomaly detection model for multivariate time series based on stochastic Transformer

Aiming at the problem that the existing multivariate time series anomaly detection models based on variational autoencoders could not propagate long-term temporal dependencies between stochastic variables in latent space, the stochastic Transformer for MTS anomaly detection (ST-MTS-AD) model which c...

Full description

Saved in:
Bibliographic Details
Main Authors: Weigang HUO, Rui LIANG, Yonghua LI
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-02-01
Series:Tongxin xuebao
Subjects:
stochastic Transformer
variational autoencoder
multivariate time series
anomaly detection
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023042/
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023042/

Similar Items