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Research article

First published 2021-10-14

The research of clinical temporal knowledge graph based on deep learning

Lijuan Diao, Wei Yang, Penghua Zhu [...]

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

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Research article

First published 2025

Physical-guided graph deep learning for composite pipelines structural health monitoring

Xiaoqian Jiang, Yue Hu, Shuai Cao [...]

Structural Health Monitoring

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Research article

First published 2025-5

Personalized learning path based on graph attention mechanism deep reinforcement learning research on recommender systems

Runlong Gu

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2024-2

A resilient network recovery framework against cascading failures with deep graph learning

Jian Zhou, Weijian Zheng, Dali Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2025-4

Multi-Agent Deep Reinforcement Learning with Graph Attention Network for Traffic Signal Control in Multiple-Intersection Urban Areas

Guoqing Yang, Xin Wen, Fuqiang Chen

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-3

Edge-enhanced Graph Attention Network for driving decision-making of autonomous vehicles via Deep Reinforcement Learning

Yuchuan Qiang, Xiaolan Wang, Xintian Liu [...]

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

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Research article

First published 2023-8

Stabilizing deep Q-learning with Q-graph-based bounds

Sabrina Hoppe, Markus Giftthaler, Robert Krug [...]

The International Journal of Robotics Research

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Research article

First published 2025-7

A data-driven method combining knowledge graph with deep learning for constructing machining process knowledge base

Liping Ma, Xitian Tian, Lijiang Huang [...]

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

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Research article

First published 2023-06-01

Spatial-temporal gated graph convolutional network: a new deep learning framework for long-term traffic speed forecasting

Dongping Zhang, Hao Lan, Zhennan Ma [...]

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

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Research article

First published 2020-7

Feature learning for representing sparse networks based on random walks

Thanh Le, Giang Tran, Bac Le

Intelligent Data Analysis: An International Journal

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