TFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis

5 September 2022

Papers citing "TFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis"

4 / 4 papers shown

Title
CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis Qian Chen Xingjian Dong Kui Hu Kangkang Chen Zhike Peng Guang Meng AAML 66 1 0 10 Feb 2025
Modulated Differentiable STFT and Balanced Spectrum Metric for Freight Train Wheelset Bearing Cross-machine Transfer Fault Diagnosis under Speed Fluctuations Chao He Hongmei Shi Ruixin Li Jianbo Li Zujun Yu 43 32 0 17 Jun 2024
Interpreting What Typical Fault Signals Look Like via Prototype-matching Qian Chen Xingjian Dong Zhike Peng 30 3 0 11 Mar 2024
A Survey on Neural Network Interpretability Yu Zhang Peter Tiño A. Leonardis K. Tang FaML XAI 144 661 0 28 Dec 2020