Yan Song

Orcid: 0000-0001-7050-4368

Affiliations:

Shandong University, Institute of Marine Science and Technology, China
Ocean University of China, Qingdao, China (PhD 2018)

According to our database¹, Yan Song authored at least 16 papers between 2019 and 2026.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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Article

PhD thesis

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Bibliography

2026

Personalized federated learning for fault diagnosis with mixture of experts.

[BibT_eX]

[DOI]

Inf. Fusion, 2026

Multi-scale Gaussian feature enhancement and prototype graph convolutional network for domain-generalized rolling bearing fault diagnosis.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2026

2025

Fault Diagnosis in Rolling Bearings Using Multi-Gaussian Attention and Covariance Loss for Single Domain Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2025

A global information-guided denoising diffusion probabilistic model for fault diagnosis with imbalanced data.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2025

Bearing fault diagnosis method based on multi-level information fusion.

[BibT_eX]

[DOI]

Adv. Eng. Informatics, 2025

2024

Domain Generalization Combining Covariance Loss With Graph Convolutional Networks for Intelligent Fault Diagnosis of Rolling Bearings.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, December, 2024

Federated domain generalization for intelligent fault diagnosis based on pseudo-siamese network and robust global model aggregation.

[BibT_eX]

[DOI]

Yan Song

Peng Liu

Int. J. Mach. Learn. Cybern., February, 2024

2022

Bearing Fault Diagnosis Method Based on Complementary Feature Extraction and Fusion of Multisensor Data.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

2021

IFDS: An Intelligent Fault Diagnosis System With Multisource Unsupervised Domain Adaptation for Different Working Conditions.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2021

Novel Three-Stage Feature Fusion Method of Multimodal Data for Bearing Fault Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2021

Intelligent Fault Diagnosis by Fusing Domain Adversarial Training and Maximum Mean Discrepancy via Ensemble Learning.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

Distributed Attention-Based Temporal Convolutional Network for Remaining Useful Life Prediction.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

2020

Retraining Strategy-Based Domain Adaption Network for Intelligent Fault Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2020

Intelligent Fault Diagnosis Method Based on Full 1-D Convolutional Generative Adversarial Network.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2020

Segmentation of sonar imagery using convolutional neural networks and Markov random field.

[BibT_eX]

[DOI]

Peng Liu

Yan Song

Multidimens. Syst. Signal Process., 2020

2019

Application of Multiscale Learning Neural Network Based on CNN in Bearing Fault Diagnosis.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2019

Yan Song

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