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First published 2025-10

An interpretable unsupervised fault diagnosis method for rolling bearings based on physically-informed pseudo-label updating

Shijing Cao, Yuxin Duan, Jin Huang

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2025

MedSegLLM: Language-driven medical image segmentation via cross-modal alignment

Ziming Wu, Yuhan Chen, Yaoxuan Liang [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2023-7

Safe co-training for semi-supervised regression

Liyan Liu, Peng Huang, Hong Yu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-03-28

ComMatch: A semi-supervised learning classification algorithm based on model calibration

Ye Li, Jingkang Zhou

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-2

Unsupervised incremental transfer learning with knowledge distillation for online remaining useful life prediction of rotating machinery

Yunjia Liang, Wentao Mao, Chao Wu

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2025

A semi-supervised learning framework for bearing fault recognition under strong noise

Ning Zhou, Lei Liu, Yao Cheng [...]

Structural Health Monitoring

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First published 2025

A semi-supervised learning framework fusing multi-sensor visual features for ship propulsion shafting fault diagnosis

Congyue Li, Guobin Li, Pengfei Xing [...]

Structural Health Monitoring

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Research article

First published 2025

A pseudo-labeling training-based progressive multi-scale adaptive network for fault localization of high-speed train bogies

Qingjie Liu, Bi Wu, Na Qin [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025

Rotating machinery cross-operating condition fault diagnosis based on joint weighted multi-scale migration algorithm

Jing Zhu, Minghui Chen, Yuzhuo Zhang [...]

Structural Health Monitoring

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Research article

First published 2025-9

A dynamics simulation-assisted transfer learning method for track condition diagnosis in urban rail transits

Yaoxiang Yu, Tao Luo, Liang Guo [...]

Structural Health Monitoring

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