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Research article

First published 2026

Semi-Supervised Transfer Graph Representation Learning with Few-Shot Adaptation for gearbox diagnostics under extraneous transient noise

Peng Chen, Jia Gao, Yuhao Wu [...]

Structural Health Monitoring

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Research article

First published 2023-05-04

A novel Pseudo-label based domain adaptation method on tabular data

Chu Wang, Xuefeng Zhao, Bin Wang [...]

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

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Research article

First published 2022-10

Semi-Supervised Cell Detection with Reliable Pseudo-Labels

Tian Bai, Zhenting Zhang, Shuyu Guo [...]

Journal of Computational Biology

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Research article

First published 2024-7

An unsupervised transfer learning approach for rolling bearing fault diagnosis based on dual pseudo-label screening

Chunran Huo, Weiyang Xu, Quansheng Jiang [...]

Structural Health Monitoring

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Research article

First published 2026

HEALON: Progressive hard sample attenuation for learning with noisy labels

Kaiwen Guo, Ming Ma, Xing Xu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2024-03

Toward Robust Self-Training Paradigm for Molecular Prediction Tasks

Hehuan Ma, Feng Jiang, Yu Rong [...]

Journal of Computational Biology

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Research article

First published 2024-9

A novel cross-bearing fault diagnosis method based on pseudo-label transitive domain adaptation networks

Kai Zhang, Kun Ding, Qing Zheng [...]

Journal of Vibration and Control

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Research article

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

Free access

Research article

First published 2026-2

Scribble-Supervised Medical Image Segmentation Using Contour Mixed Pseudo Labels Supervision and Contour Auxiliary Labels Supervision

Yang Li, Chenliang Wang, Xing Wu [...]

The European Journal on Artificial Intelligence

Open access

Research article

First published 2022-7

Ensemble of diverse deep neural networks with pseudo-labels for repayment prediction in social lending

Ji-Yoon Kim, Sung-Bae Cho

Science Progress

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