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

Author

Jun Wang

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Aug 2026

Adaptive mask flow adversarial network for single-source domain generalization fault diagnosis of train bearings.

A new single-source domain generalization model named adaptive mask flow adversarial network (AMFAN) is proposed, aiming to enhance generalization capability by effective cross-domain simulation based on learnable perturbations in feature space.

Jun Wang, Bo Yu, He Ren et al. · 0 citations
2026

STFP-SNN: Spiking Time-Frequency Patching Spiking Neural Network for Enhanced Fault Diagnosis

Spiking neural network (SNN) has drawn substantial research focus due to its high biological interpretability, low energy consumption and effectiveness in time-dependent data processing. However, existing methods fail to fully integrate the biological interpretability of SNN with the physical interpretability of time-f...

Shilong Zhu, Jun Wang, Weiguo Huang et al. · 0 citations

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