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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jingtao Cheng

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Open access Aug 2026

Training-Aware Wavelet-Domain Controlled-Noise Augmentation for Residual Network-Based Bearing Fault Diagnosis

WPMSR-1D-ResNet, a training-aware wavelet-domain controlled-noise augmentation framework, aligns wavelet augmentation with diagnostic performance, preserves useful waveform information, and removes wavelet reconstruction and PSO from the deployment path.

Yifan Li, Jingtao Cheng, Yue Zhao et al. · 0 citations

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