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Siwei Guan
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 3
Top Topics
Unsupervised Learning
Multivariate Time Series
Temporal Data
Detect Anomalies
Top Venues
Comput. Secur.
ETFA
Entropy
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Publications
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Siwei Guan
,
Zhiwei He
,
Shenhui Ma
,
Mingyu Gao
Multivariate time series anomaly detection with variational autoencoder and spatial-temporal graph network.
Comput. Secur.
142 (2024)
Siwei Guan
,
Binjie Zhao
,
Zhekang Dong
,
Mingyu Gao
,
Zhiwei He
GTAD: Graph and Temporal Neural Network for Multivariate Time Series Anomaly Detection.
Entropy
24 (6) (2022)
Binjie Zhao
,
Jiahao Nie
,
Siwei Guan
,
Han Wang
,
Zhiwei He
,
Mingyu Gao
Hierarchical Feature Fusion based Reconstruction Network for Unsupervised Anomaly Detection.
ETFA
(2022)