Network Analysis Resources & Updates

📑 Visibility graph analysis for educational data

🗓 Publish year: 2025
📕Journal: Scientific Reports (I.F. = 3.2)

🧑‍💻Authors: Hadis Azizi, Mohammad Sadra Amini, Sadegh Sulaimany & Aso Mafakheri
🏢University: Social and Biological Network Analysis Laboratory (SBNA), University of Kurdistan, Iran

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #educational_data #visibility_graph

📹 Introduction to Graph Machine Learning: Methods and Applications
💥 Jundong Li, Associate Professor, University of Virginia

🎞 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #graph_machine_learning

📃Systematic Review of Graph Neural Network for Malicious Attack Detection

🗓 Publish year: 2025
📘Journal: Information (I.F=2.9 )

🧑‍💻Authors: Sarah Mohammed Alshehri , Sanaa Abdullah Sharaf and Rania Abdullrahman Molla
🏢Universities: King Abdulaziz University, Jeddah 21589, Saudi Arabia.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Malicious #Attack #review

📄 Pattern detection in bipartite networks: A review of terminology, applications, and methods

🗓 Publish year: 2024
📔Journal: PLOS Complex Systems

🧑‍💻Authors: Zachary P. Neal,Annabell Cadieux,Diego Garlaschelli,...
🏢Universities: Michigan State University & University of Vermont & Arizona State University, , USA - Halle, Germany - Leiden University, Italy

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #bipartite

September 5, 2025
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https://app.powerbi.com/view?r=eyJrIjoiNzZlN2EwNTYtNGUwMS00NmZhLTgyOGEtNjZiZmVmOTllYzNlIiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9