📄 A Survey of Generalization of Graph Anomaly Detection: From Transfer Learning to Foundation Models

🗓Publish year: 2025

🧑‍💻Authors: Junjun Pan, Yu Zheng, Yue Tan, Yixin Liu
🏢University: Griffith University, Australia

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📲Channel: @Bioinformatics
#review #anomaly #transfer

📃Social network analysis in football: a systematic review of performance and tactical applications

🗓 Publish year: 2025
📘Journal: Frontiers in Psychology (I.F=2.9)

🧑‍💻Authors: Ricardo Alves, Gonçalo Dias, Nuno Andre Nunes,
Sergio M. Querido , and Vasco Vaz
🏢Universities: University of Coimbra, Coimbra, Portugal and University of Lisbon, Lisboa, Portugal

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📱Channel: @ComplexNetworkAnalysis
#paper #football #tactical_applications #review

📄 Visualization Tasks for Unlabelled Graphs

🗓Publish year: 2025

🧑‍💻Authors: Matt I. B. Oddo , Ryan Smith , Stephen Kobourov , ...
🏢Universities: University of British Columbia. Canada - Technical University of Munich, Germany

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📲Channel: @Bioinformatics
#review #unlabelled #network_structure

📃Engineering Reliable Graph Neural Networks: A Systems Perspective

🗓 Publish year: 2025

🧑‍💻Authors: Giancarlo Manuele, Alessia Romano, Luca Ferri. ...
🏢Universities: University of Pisa, Sapienza University of Rome, Politecnico di Milano - Italy

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📱Channel: @ComplexNetworkAnalysis
#review #gnn #scalability #relaible

📃Network Traffic Analysis Based on Graph Neural Networks: A Scoping Review

🗓 Publish year: 2025
📘Journal: Big Data and Cognitive Computing (I.F=4.4)

🧑‍💻Authors: Ruonan Wang, Jinjing Zhao, Hongzheng Zhang,Liqiang He, Hu Li and Minhuan Huang
🏢Universities: Institute of Systems Engineering, Academy of Military Sciences, People’s Liberation Army, Beijing 100101, China.

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📱Channel: @ComplexNetworkAnalysis
#paper #Traffic #GNN #review

📄 Graph Anomaly Detection in Time Series: A Survey

📗 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025

🧑‍💻Authors: Thi Kieu Khanh Ho; Ali Karami; Narges Armanfard
🏢University: McGill University, Canada

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⚡️Channel: @ComplexNetworkAnalysis
#review #time_series #anomaly

📃 Heterogeneous network-based algorithms in the biomedical data mining: A review from technical perspective

📙 Journal: Informatics and Health
🗓 Publish year: 2024

🧑‍💻Authors: Shirui Yu, Aihua Li, Yifei Chen,...
🏢University: Chinese Academy of Medical Sciences, Beijing, China

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⚡️Channel: @ComplexNetworkAnalysis
#review #Heterogeneous #biomedical

📃Methods resources for authors new to conducting systematic reviews with network meta-analysis: a scoping review

🗓 Publish year: 2025
📘Journal: Journal of Clinical Epidemiology (I.F=5.2)

🧑‍💻Authors: Lize-Mari Swanepoela, Amanda Brandb, Andrit Lourensc,d, Anel Schooneesb , Michael McCaula

🏢Universities: Stellenbosch University, Cape Town,
South Africa & Namibia University of Science and Technology, Windhoek, Namibia & University of Cape Town, Cape Town, South Africa.

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📱Channel: @ComplexNetworkAnalysis
#paper #Authors #Meta_analysis #review

📑 A survey of graph neural networks (GNNs) for explainable AI (XAI)

📕Journal: Neural Computing and Applications
🗓 Publish year: 2025

🧑‍💻Authors: Mauparna Nandan, Soma Mitra & Debashis De
🏢Universities: Techno Main Salt Lake & Brainware University & Maulana Abul Kalam Azad University of Technology, India

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⚡️Channel: @ComplexNetworkAnalysis
#review #gnn #xai #explainability