Search results: Sage Journals

Restricted accessResearch articleFirst published May, 2015

Limiting Data Exposure in Multi-Label Classification Processes

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

Fundamenta Informaticae

Restricted accessResearch articleFirst published April, 2024

Fault identification with limited labeled data

Amirhossein Berenji, Zahra Taghiyarrenani, Abbas Rohani Bastami

Journal of Vibration and Control

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published March, 2026

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

Anbo Tang, Meng Wang, Haiyang Pan

Structural Health Monitoring

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published December, 2025

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 accessResearch articleFirst published July, 2026

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

Restricted accessResearch articleFirst 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 accessResearch articleFirst published April, 2023

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

Restricted accessResearch articleFirst published March, 2024

Toward Robust Self-Training Paradigm for Molecular Prediction Tasks

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

Journal of Computational Biology

Restricted accessResearch articleFirst published May, 2015

Limiting Data Exposure in Multi-Label Classification Processes

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

Fundamenta Informaticae

Restricted accessResearch articleFirst published April, 2024

Fault identification with limited labeled data

Amirhossein Berenji, Zahra Taghiyarrenani, Abbas Rohani Bastami

Journal of Vibration and Control

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published March, 2026

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

Anbo Tang, Meng Wang, Haiyang Pan

Structural Health Monitoring

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published December, 2025

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 accessResearch articleFirst published July, 2026

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

Restricted accessResearch articleFirst 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 accessResearch articleFirst published April, 2023

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

Restricted accessResearch articleFirst published March, 2024

Toward Robust Self-Training Paradigm for Molecular Prediction Tasks

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

Journal of Computational Biology