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Research article

First published 2023-10-04

A survey of few-shot knowledge graph completion

Chaoqin Zhang, Ting Li, Yifeng Yin [...]

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

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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 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 2026

U-GIFT: Uncertainty-guided few-shot detection of toxic speech

Jiaxin Song, Xinyu Wang, Yihao Wang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-12-16

Negative-supervised capsule graph neural network for few-shot text classification

Ling Ding, Xiaojun Chen, Yang Xiang

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

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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 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 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 2021-05-11

A few-shot segmentation method for prohibited item inspection

Zhenyue Zhu, Shujing Lyu, Yue Lu

Journal of X-Ray Science and Technology

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