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Yongze Lin

Beijing University of Technology

100 Ping Le Yuan

Chaoyang District

Beijing, 100020

China

SCHOLARLY PAPERS

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Scholarly Papers (1)

1.

Long-Term Time Series Anomaly Detection with Transformer and Variational Autoencoder for Water Quality

Number of pages: 33 Posted: 17 Jun 2024
Beijing University of Technology, Beijing University of Technology, Beijing University of Technology, affiliation not provided to SSRN and New Jersey Institute of Technology
Downloads 139 (540,814)

Abstract:

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Time series anomaly detection, self-supervised learning, reconstruction-based approach, variational autoencoder, self-attention mechanism, transformer