Graph-Attention Diffusion for Enhanced Multivariate Time-Series Anomaly Detection

Multivariate time-series anomaly detection is a complex task that requires capturing temporal and spatial correlations. Recently, among the unsupervised methods, diffusion models have attracted increased attention among researchers for addressing this particular task. However, spatial information of...

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Bibliographic Details
Main Authors: Vadim Lanko, Ilya Makarov
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of the Industrial Electronics Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10755103/
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