Enhanced graph diffusion learning with dynamic transformer for anomaly detection in multivariate time series

Rong Gao; Jiming Wang; Yonghong Yu; Jia Wu; Li Zhang

doi:10.1016/j.neucom.2024.129168

Enhanced graph diffusion learning with dynamic transformer for anomaly detection in multivariate time series

Rong Gao, Jiming Wang, Yonghong Yu, Jia Wu, Li Zhang

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	129168
Number of pages	13
Journal	Neurocomputing
Volume	619
DOIs	https://doi.org/10.1016/j.neucom.2024.129168
Publication status	Published - 28 Feb 2025

Keywords

Anomaly detection
Graph diffusion
Multivariate time series
Transformer

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10.1016/j.neucom.2024.129168

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@article{8f70f2d5bedd43068d169fd6837bb0b3,

title = "Enhanced graph diffusion learning with dynamic transformer for anomaly detection in multivariate time series",

keywords = "Anomaly detection, Graph diffusion, Multivariate time series, Transformer",

author = "Rong Gao and Jiming Wang and Yonghong Yu and Jia Wu and Li Zhang",

note = "Publisher Copyright: {\textcopyright} 2024 Elsevier B.V.",

year = "2025",

month = feb,

day = "28",

doi = "10.1016/j.neucom.2024.129168",

language = "English",

volume = "619",

journal = "Neurocomputing",

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TY - JOUR

T1 - Enhanced graph diffusion learning with dynamic transformer for anomaly detection in multivariate time series

AU - Gao, Rong

AU - Wang, Jiming

AU - Yu, Yonghong

AU - Wu, Jia

AU - Zhang, Li

PY - 2025/2/28

Y1 - 2025/2/28

KW - Anomaly detection

KW - Graph diffusion

KW - Multivariate time series

KW - Transformer

UR - http://www.scopus.com/inward/record.url?scp=85212553210&partnerID=8YFLogxK

U2 - 10.1016/j.neucom.2024.129168

DO - 10.1016/j.neucom.2024.129168

M3 - Article

AN - SCOPUS:85212553210

SN - 0925-2312

VL - 619

JO - Neurocomputing

JF - Neurocomputing

M1 - 129168

ER -

Enhanced graph diffusion learning with dynamic transformer for anomaly detection in multivariate time series

Keywords

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