Yan Song

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-scale Gaussian feature enhancement and prototype graph convolutional network for domain-generalized rolling bearing fault diagnosis.
Expert Syst. Appl.
Xiao Cong, Yinghao Zhuang, Yibin Li, Daichao Wang, Yu Zhang, Yan Song
2026 J jnl
Personalized federated learning for fault diagnosis with mixture of experts.
Inf. Fusion
Yinghao Zhuang, Yibin Li, Yan Song, Meikang Qiu
2026 J jnl
Speed-invariant prototypical network for rolling bearing fault diagnosis under variable speed conditions.
Expert Syst. Appl.
Jinhao Xing, Xuhui Sun, Yan Song, Yibin Li, Daichao Wang
2025 J jnl
A global information-guided denoising diffusion probabilistic model for fault diagnosis with imbalanced data.
Eng. Appl. Artif. Intell.
Han Yang, Yan Song, Daichao Wang, Jinghao Xing, Yibin Li
2025 J jnl
Bearing fault diagnosis method based on multi-level information fusion.
Adv. Eng. Informatics
Daichao Wang, Yan Song, Jinhao Xing, Yinghao Zhuang, Jingbo Zhao, Yibin Li
2025 J jnl
Fault Diagnosis in Rolling Bearings Using Multi-Gaussian Attention and Covariance Loss for Single Domain Generalization.
IEEE Trans. Instrum. Meas.
Yan Song, Yinghao Zhuang, Daichao Wang, Yibin Li, Yu Zhang
2024 J jnl
Domain Generalization Combining Covariance Loss With Graph Convolutional Networks for Intelligent Fault Diagnosis of Rolling Bearings.
IEEE Trans. Ind. Informatics
Yan Song, Yibin Li, Lei Jia, Yu Zhang
2024 J jnl
Federated domain generalization for intelligent fault diagnosis based on pseudo-siamese network and robust global model aggregation.
Int. J. Mach. Learn. Cybern.
Yan Song, Peng Liu
2022 J jnl
Bearing Fault Diagnosis Method Based on Complementary Feature Extraction and Fusion of Multisensor Data.
IEEE Trans. Instrum. Meas.
Daichao Wang, Yibin Li, Yan Song, Lei Jia, Tao Wen
2021 J jnl
Distributed Attention-Based Temporal Convolutional Network for Remaining Useful Life Prediction.
IEEE Internet Things J.
Yan Song, Shengyao Gao, Yibin Li, Lei Jia, Qiqiang Li, Fuzhen Pang
2021 J jnl
IFDS: An Intelligent Fault Diagnosis System With Multisource Unsupervised Domain Adaptation for Different Working Conditions.
IEEE Trans. Instrum. Meas.
Danya Xu, Yibin Li, Yan Song, Lei Jia, Yanjun Liu
2021 J jnl
Intelligent Fault Diagnosis by Fusing Domain Adversarial Training and Maximum Mean Discrepancy via Ensemble Learning.
IEEE Trans. Ind. Informatics
Yibin Li, Yan Song, Lei Jia, Shengyao Gao, Qiqiang Li, Meikang Qiu
2021 J jnl
Novel Three-Stage Feature Fusion Method of Multimodal Data for Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Daichao Wang, Yibin Li, Lei Jia, Yan Song, Yanjun Liu
2020 J jnl
Intelligent Fault Diagnosis Method Based on Full 1-D Convolutional Generative Adversarial Network.
IEEE Trans. Ind. Informatics
Qingwen Guo, Yibin Li, Yan Song, Daichao Wang, Wu Chen
2020 J jnl
Retraining Strategy-Based Domain Adaption Network for Intelligent Fault Diagnosis.
IEEE Trans. Ind. Informatics
Yan Song, Yibin Li, Lei Jia, Meikang Qiu
2020 J jnl
Segmentation of sonar imagery using convolutional neural networks and Markov random field.
Multidimens. Syst. Signal Process.
Peng Liu, Yan Song
2019 J jnl
Application of Multiscale Learning Neural Network Based on CNN in Bearing Fault Diagnosis.
J. Signal Process. Syst.
Daichao Wang, Qingwen Guo, Yan Song, Shengyao Gao, Yibin Li