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Research article

First published 2025

Twin contrastive learning based on negative sample attention and its application in rolling bearing fault diagnosis

Fenglei Zheng, Haiyang Pan, Nana Deng [...]

Structural Health Monitoring

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Review article

First published 2025

An intelligent fault diagnosis method of rolling bearing based on expansion and transfer of single working condition data under small samples

Fan Hong-wei, Chen Bu-ran, Yan Xin-shan [...]

Structural Health Monitoring

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Research article

First published 2017-12

Rolling bearing fault severity identification using deep sparse auto-encoder network with noise added sample expansion

Renxiang Chen, Siyang Chen, Miao He [...]

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

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Research article

First published 2025-4

An intelligent multi-element fault diagnosis method of rolling bearings considering damage degrees and sensor abnormity under small samples

Hongwei Fan, Buran Chen, Xiangang Cao [...]

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

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Research article

First published 2025

Hierarchical-injected noise-enhanced convolutional neural network for rolling bearing fault diagnosis under limited training samples

Jimeng Li, Shi Zhang, Huixin Zhang [...]

Structural Health Monitoring

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Research article

First published 2023-11

Are Voter Rolls Suitable Sampling Frames for Household Surveys? Evidence from India

Ruchika Joshi, Jeffery McManus, Karan Nagpal [...]

Field Methods

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Research article

First published 2026

An integrated deep learning model with reinforcement learning for rolling bearing fault diagnosis under small-sample conditions

Hui Shao, Gang Han, Huaitao Shi

Journal of Vibration and Control

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Research article

First published 2026

Prediction of mechanical properties of cold-rolled steel under imbalanced sample conditions

Qiwen Zhang, Haitao Wang

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2019-2

Rolling bearing fault diagnosis based on HVD algorithm and sample entropy

Yuefeng Li, Xingliang Zhou

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2024-10

A knowledge-based fault diagnosis method for rolling bearings without fault sample training

Zhuoxiang Chen, Qing Zhang, Jianqun Zhang [...]

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

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