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Research article

First published 2025

Model-agnostic meta-learning framework for data loss detection with transfer learning

D Naveenkumar, M Karthikeyan

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-7

Few-shot pump anomaly detection via Diff-WRN-based model-agnostic meta-learning strategy

Fengqian Zou, Shengtian Sang, Ming Jiang [...]

Structural Health Monitoring

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Research article

First published 2025

A novel meta-transfer learning method for few-shot cross-domain fault diagnosis based on parallel synergistic network

Xueyi Li, Sixin Li, Qi Li [...]

Structural Health Monitoring

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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

Transferable Traffic State Forecasting Using Meta-Learning with a Multi-Dimensional Spatio-Temporal Graph Attention Model

Syed Islam, Archie J. Huang, Monika Filipovska

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2024-12-13

A network security situation prediction approach based on MAML and BiGRU

Junfeng Sun, Chenghai Li, Yafei Song

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

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Research article

First published 2026

Meta-learning-based hybrid LSTM-Transformer framework for cross-condition small sample fault diagnosis

Maocan Wang, Yi Wan, Xichang Liang [...]

Structural Health Monitoring

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Research article

First published 2026-2

Large language model based hybrid framework for automatic vulnerability detection with explainable AI for cybersecurity enhancement

Nihala Basheer, Shareeful Islam, Mohammed KS Alwaheidi [...]

Integrated Computer-Aided Engineering

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Research article

First published 2022-5

Personalization of Medical Treatment Decisions: Simplifying Complex Models while Maintaining Patient Health Outcomes

Christopher Weyant, Margaret L. Brandeau

Medical Decision Making

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Research article

First published 2025

Physics-informed graph convolutional neural networks with weighted adaptive loss for tool wear prediction under variable working conditions

Haitao Xu, Wei Wang, Jiang Sun [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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