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VGCL-DNSO: a graph contrastive learning method for identifying hidden faults under strong noise interference

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Ahead of Print.
Contrastive learning (CL) is a learning strategy that trains a model by learning to distinguish between positive and negative sample pairs, enabling it to effectively learn key features in data. However, data augmentation methods in classical CL often ...