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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Tao Liu

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Aug 2026

Dynamic pseudo-label guided adversarial multi-scale graph convolutional network for cross-domain fault diagnosis.

A Dynamic Pseudo-Label Guided Adversarial Multi-Scale Graph Convolutional Network (DPAMGCN) for unsupervised cross-domain fault diagnosis and a dynamic threshold-based pseudo-label filtering strategy is proposed that enhances the model's generalization capability.

Jinqi Gao, Bo Zhang, Tianlong Huo et al. · 0 citations
Jul 2026

A generalization bearing fault diagnosis method via joint hierarchical suppression of domain features

A novel joint hierarchical suppression framework is developed, which collaboratively operates on channel and spatial dimensions under domain label supervision to identify and remove domain-specific features in shallow network layers and is embedded into fully connected layers to drive the model to learn residual domain...

Tianlong Huo, Rongzhen Zhao, Jun Gong et al. · 0 citations

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