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Hyeongwon Kang
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Attention Mechanism
Detecting Anomalous
Anomaly Detection
Unsupervised Learning
Top Venues
Eng. Appl. Artif. Intell.
CoRR
Knowl. Based Syst.
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Publications
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Hyeongwon Kang
,
Pilsung Kang
Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism.
Knowl. Based Syst.
290 (2024)
Gunho No
,
Yukyung Lee
,
Hyeongwon Kang
,
Pilsung Kang
Training-free retrieval-based log anomaly detection with pre-trained language model considering token-level information.
Eng. Appl. Artif. Intell.
133 (2024)
Gunho No
,
Yukyung Lee
,
Hyeongwon Kang
,
Pilsung Kang
RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information.
CoRR
(2023)
Jina Kim
,
Hyeongwon Kang
,
Pilsung Kang
Time-series anomaly detection with stacked Transformer representations and 1D convolutional network.
Eng. Appl. Artif. Intell.
120 (2023)