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Research article

First published 2022-06-01

Meta-learning for few-shot time series forecasting

Feng Xiao, Lu Liu, Jiayu Han [...]

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

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Research article

First published 2023-12-02

CPCL: Conceptual prototypical contrastive learning for Few-Shot text classification

Tao Cheng, Hua Cheng, Yiquan Fang [...]

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

Open access

Research article

First published 2025-11

Few-shot learning for the classification of colorectal neuroendocrine tumors and polyps on endoscopic images

Shiqi Zhu, Hailong Ge, Yu Wang [...]

Journal of International Medical Research

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Research article

First published 2024-12-27

Few-shot image semantic segmentation based on meta-learning: A review

Yu Liu, Ye Zhu, Haoze Chong [...]

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

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Research article

First published 2024-04-18

Few-shot time series forecasting in a meta-learning framework

Ping Ma, Zhengwei Ni

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

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Research article

First published 2023

Few-shot transfer learning method based on meta-learning and graph convolution network for machinery fault diagnosis

Huaqing Wang, Xingwei Tong, Pengxin Wang [...]

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

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Research article

First published 2026

Few-shot sign language recognition using contrastive learning

Mor Hofman-Zweig, Ofir Ben-Assuli

Technology and Disability

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Research article

First published 2025-12

Few-shot flight trajectory prediction in the multi-mode transfer learning structure

Han Wu, Yan Liang, Jing He [...]

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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Research article

First published 2025-1

Comparative analysis of optimization algorithm-based training algorithms for a few shot continual learning

Rupatai Lichode, Swapnili Karmore

Intelligent Decision Technologies

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Research article

First published 2025

A meta-transfer learning prediction method with few-shot data for the remaining useful life of rolling bearing

Daoming She, Yudan Duan, Zhichao Yang [...]

Structural Health Monitoring

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