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Research article

First published 2022-7

DAMGNN: Deep adaptive multi-channel graph neural networks

Yuqiang Li, Wei Chen, Jing Liao [...]

Intelligent Data Analysis: An International Journal

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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 2025-11

Intelligent fault diagnosis of hoisting systems under complex working conditions using deep graph convolutional generative adversarial networks with limited data

Yang Li, Xiangyin Meng, Feiyun Xu [...]

Structural Health Monitoring

Open access

Research article

First published 2022-12-15

Question answering with deep neural networks for semi-structured heterogeneous genealogical knowledge graphs

Omri Suissa, Maayan Zhitomirsky-Geffet, Avshalom Elmalech

Semantic Web: – Interoperability,Usability,Applicability

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Research article

First published 2024-7

Connectome-based schizophrenia prediction using structural connectivity - Deep Graph Neural Network(sc-DGNN)

P. Udayakumar, R. Subhashini

Journal of X-Ray Science and Technology

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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 2025-6

A graph-based computational tool for retrieving architectural precedents of building and ground relationship (BGR tool)

Abdulrahman Alymani, Wassim Jabi

International Journal of Architectural Computing

Open access

Research article

First published 2023-2

Short-Term Passenger Flow Prediction Using a Bus Network Graph Convolutional Long Short-Term Memory Neural Network Model

Asiye Baghbani, Nizar Bouguila, Zachary Patterson

Transportation Research Record: Journal of the Transportation Research Board

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