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Research article

First published 2024-4

Fault identification with limited labeled data

Amirhossein Berenji, Zahra Taghiyarrenani, Abbas Rohani Bastami

Journal of Vibration and Control

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Research article

First published 2015-5

Limiting Data Exposure in Multi-Label Classification Processes

Nicolas Anciaux, Danae Boutara, Benjamin Nguyen [...]

Fundamenta Informaticae

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Research article

First published 2026

Multi-view generative synergistic optimization agent for few-shot machinery fault diagnosis under limited labeled data

Jintian Sun, Xihong Fei, Lei Su [...]

Structural Health Monitoring

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Research article

First published 2026-3

Angle-based transfer support matrix machine for roller bearing fault diagnosis under limited labeled data

Anbo Tang, Meng Wang, Haiyang Pan

Structural Health Monitoring

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Research article

First published 2025

A novel data augmentation-based intelligent fault diagnosis method of wind turbine gearbox with limited labeled samples

Bin Yong, Ren Liying

Journal of Vibration and Control

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Research article

First published 2025-12

Graph Data Augmentation for Graph Convolutional Networks Learning in Robust Mental Disorder Prediction with Limited and Noisy Labels

Jiacheng Pan, Yihong Dong, Daogen Jiang [...]

Journal of Computational Biology

Open access

Research article

First published 2025

Damage detection in mooring systems of floating offshore wind turbines using semi-supervised GAN with image-transformed limited labelled data

Pranjal Tamuly, Vincenzo Nava

Advances in Structural Engineering

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Research article

First published 2025

Multistage Image Reconstruction and Attention-Based Semi-Supervised Learning for Medical Image Segmentation

Pratiksha Gawas, Sowmya Kamath S., Anshul Singh [...]

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

Open access

Research article

First published 2023-4

Nutritional labelling of food products purchased from online retail outlets: screening of compliance with European Union tolerance limits by near infrared spectroscopy

Marco Bragolusi, Alessandra Tata, Andrea Massaro [...]

Journal of Near Infrared Spectroscopy

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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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