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Research article

First published 2024-03-05

Region adjacency graph based GNN approach for static signature classification

A. Danielraj, P. Venugopal, N. Padmapriya

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

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Research article

First published 2024-11

A Hybrid GNN Approach for Improved Molecular Property Prediction

Pedro Quesado, Luis H.M. Torres, Bernardete Ribeiro [...]

Journal of Computational Biology

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Research article

First published 2025

Intelligent library recommendation based on GNN and attention networks

Yuhua Liang, Jinying Wang

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2025-7

English text and video online resource recommendation based on attention mechanism and GNN

Zunlan Xiao, Zhihao Yang, Yin Li [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2026-4

Leveraging Transformer-GNN Integration for Multilingual News Speech-to-Text Similarity Modeling

Jaishree Jain, Saroj Kushwah, Updesh Kumar Jaiswal [...]

Big Data

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Research article

First published 2024-10

Improved GNN based on Graph-Transformer: A new framework for rolling mill bearing fault diagnosis

Dongxiao Hou, Bo Zhang, Jiahui Chen [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2021-12-16

GNN-DBSCAN: A new density-based algorithm using grid and the nearest neighbor

Li Yihong, Wang Yunpeng, Li Tao [...]

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

Open access

Research article

First published 2026

Graph neural network method for insulator surface defects classification

Nguyen Thi Phuong Thao, Minh Ly Duc, Nguyen Quang Sang

Measurement and Control

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Research article

First published 2025

TPS-GNN: Predictive model for bridge health monitoring data based on temporal periodicity and global spatial distribution characteristics

Yu Liu, Lianzhen Zhang, Jiyu Xin [...]

Structural Health Monitoring

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Research article

First published 2026

H 2 O GNN: Hypergraph-based heterophily-aware neural network for service recommendation

Hongying Qian, Guiling Wang, Hongkai Wu [...]

Intelligent Data Analysis: An International Journal

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