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Research article

First published 2023-07-02

Boosting generalized zero-shot learning with category-specific filters

Ke Sun, Xiaojie Zhao, He Huang [...]

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

Open access

Research article

First published 2026-4

Comparative diagnostic agreement of a supervised machine learning model and a general-purpose,zero-shot,non-domain-adapted large language model for classifying headache disorders using structured questionnaires

Masahito Katsuki, Kieran Moran, Siobhán O’Connor [...]

Cephalalgia

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Research article

First published 2025

Generalized zero-shot bearing compound fault diagnosis based on reserved gate pre-classifier and physical information semantics

Enzhe Song, Renjie Zhu, Chong Yao [...]

Structural Health Monitoring

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Research article

First published 2025

Temporal spatial semantic fusion network for audio-visual zero-shot learning

Ming Guo, Feng Chen, Chongjun Wang

Intelligent Data Analysis: An International Journal

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Research article

First published 2025

Enhancing Quantitative Analysis in Social Sciences With Large Language Models (LLMs): A Methodological Case Study in Educational Research

James Sebastian, Jeong-Mi Moon, Eric Camburn

AERA Open

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Research article

First published 2025-12

Sequential game guided multi-agent reinforcement learning approach for cooperative decision making of autonomous vehicles at unsignalized intersections in mixed-autonomy traffic

Zihan Guo, Yan Wu, Lifang Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2026-3

Generalized zero-shot diagnosis strategy for high-speed train bogie faced with a scarcity of specific fault samples

Yiming Zhang, Na Qin, Deqing Huang [...]

Journal of Vibration and Control

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Research article

First published 2025

Large Language Models for Text Classification: From Zero-Shot Learning to Instruction-Tuning

Youngjin Chae, Thomas Davidson

Sociological Methods & Research

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Research article

First published 2025-3

Enhancing generalization in reinforcement learning for robotic control through deep policy similarities

Ming Chong Lim, Han-Lim Choi

International Journal of Advanced Robotic Systems

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Research article

First published 2025-5

Enhancing rubber rupture detection in rubber bearing through generative adversarial network and feature-bagging zero-shot methodology

Yi Zeng, Chubing Deng, Feng Xiong

Structural Health Monitoring

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