Network Analysis Resources & Updates – Telegram
Network Analysis Resources & Updates
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📄Spatial network analysis

📗 Journal: REGION
🗓
Publish year: 2025

🧑‍💻Author: Carmen Cabrera
🏢University: University of Liverpool, Liverpool, United Kingdom

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⚡️Channel: @ComplexNetworkAnalysis
#spatial #r #implementation
👍2
📃A Systematic Review of Graph Neural Network in
Healthcare-Based Applications: Recent Advances,
Trends, and Future Directions

🗓 Publish year: 2024

🧑‍💻Authors: Showmick Guha Paul, Arpa Saha, Md. Zahid Hasan, Sheak Rashed Haider Noori, Ahmed Moustafa

🏢Universities: Daffodil International University, Dhaka 1216, Bangladesh.
University of Johannesburg, Auckland Park 2006, South Africa.
Bond University, Gold Coast, QLD 4226, Australia.
Bond University, Gold Coast, QLD 4226, Australia.

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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Healthcare #Advances #future #review
📑 Demystifying the Power of Large Language Models in Graph Structure Generation

🗓
Publish year: 2025

🧑‍💻Author: Yu Wang, Ryan Rossi, Namyong Park, ...
🏢University: University of Oregon, Adobe Research, Cisco AI Research, University of Michigan, USA

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⚡️Channel: @ComplexNetworkAnalysis
#chatgpt #llm #graph_generation
👍1
📄Learning to Reduce the Scale of Large Graphs: A Comprehensive Survey

📘 Journal: ACM Transactions on Knowledge Discovery from Data (I.F.=4)
🗓
Publish year: 2025

🧑‍💻Authors: Hongjia Xu, Liangliang Zhang, Yao Ma, ...
🏢Universities: Zhejiang University, China - Rensselaer Polytechnic Institute, USA

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⚡️Channel: @ComplexNetworkAnalysis
#review #large_graph
👍2
📃 Fairness in Graph Learning Augmented with Machine Learning: A Survey

🗓
Publish year: 2025

🧑‍💻Authors: Renqiang Luo, Ziqi Xu, Xikun Zhang, ...
🏢Universities: Jilin University, China - RMIT University, Australia - Nanyang Technological University, Singapore - University of South Australia, Australia

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⚡️Channel: @ComplexNetworkAnalysis
#review #fairness
📃 Survey of Graph Neural Network Methods for Dynamic Link Prediction

🗓
Publish year: 2025

🧑‍💻Authors: Nahid Abdolrahmanpour Holagh, Ziad Kobti
🏢University: University of Windsor, Canada

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⚡️Channel: @ComplexNetworkAnalysis
#review #gnn #link_prediction
👍2
Forwarded from Bioinformatics
📃 An introduction to and survey of biological network visualization

📗 Journal: Computers & Graphics (I.F.=2.5)
🗓Publish year: 2025

🧑‍💻Authors: Henry Ehlers, Nicolas Brich, Michael Krone,...
🏢Universities: University of Tübingen, Germany - Peking University, China -Osaka Seikei University, Japan, ...

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📲Channel: @Bioinformatics
#review #network #visualization #biological
📄Recommender Systems for Unified Modeling Language and Vice Versa—A Systematic Literature Review

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

🧑‍💻Authors: Elaheh Azadi Marand; Amir Sheikhahmadi; Moharram Challenger, ...
🏢Universities: Islamic Azad University Sanandaj Branch - University of Kurdistan, Iran - University of Antwerp, Belgium

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⚡️Channel: @ComplexNetworkAnalysis
#review #recommender_systems #UML
1
📄 Graph Foundation Models: A Comprehensive Survey

🗓 Publish year: 2025

🧑‍💻Authors: Zehong Wang, Zheyuan Liu, Tianyi Ma, ...
🏢Universities: University of Notre Dame, University of Connecticut, University of Virginia,
University of Illinois Urbana-Champaign, USA - University of Cambridge, England

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📦 GitHub Resources

⚡️Channel: @ComplexNetworkAnalysis
#review #Graph_Foundation_Models #llm