Search results: Sage Journals

Restricted accessResearch articleFirst published March 5, 2024

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

Restricted accessResearch articleFirst published November, 2024

A Hybrid GNN Approach for Improved Molecular Property Prediction

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

Journal of Computational Biology

Restricted accessResearch articleFirst published July, 2025

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

Restricted accessResearch articleFirst published April, 2026

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

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

Big Data

Restricted accessResearch articleFirst published October, 2024

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

Restricted accessResearch articleFirst published December 16, 2021

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

Restricted accessResearch articleFirst 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

Open accessResearch articleFirst published 2026

Graph neural network method for insulator surface defects classification

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

Measurement and Control

Restricted accessResearch articleFirst 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

Open accessResearch articleFirst published September, 2025

Interpretable prediction of knee joint loading during tennis serves based on GNN-GRU model and layer-wise relevance propagation

Jianqi Pan, Zhanyi Zhou, Zixiang Gao [...]

Proceedings of the Institution of Mechanical Engineers,Part H: Journal of Engineering in Medicine

Restricted accessResearch articleFirst published March 5, 2024

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

Restricted accessResearch articleFirst published November, 2024

A Hybrid GNN Approach for Improved Molecular Property Prediction

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

Journal of Computational Biology

Restricted accessResearch articleFirst published July, 2025

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

Restricted accessResearch articleFirst published April, 2026

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

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

Big Data

Restricted accessResearch articleFirst published October, 2024

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

Restricted accessResearch articleFirst published December 16, 2021

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

Restricted accessResearch articleFirst 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

Open accessResearch articleFirst published 2026

Graph neural network method for insulator surface defects classification

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

Measurement and Control

Restricted accessResearch articleFirst 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

Open accessResearch articleFirst published September, 2025

Interpretable prediction of knee joint loading during tennis serves based on GNN-GRU model and layer-wise relevance propagation

Jianqi Pan, Zhanyi Zhou, Zixiang Gao [...]

Proceedings of the Institution of Mechanical Engineers,Part H: Journal of Engineering in Medicine