📃 Graph Neural Networks for Vehicular Social Networks: Trends, Challenges, and Opportunities
🗓 Publish year: 2025
🧑💻Authors: Elham Binshaflout, Aymen Hamrouni, and Hakim Ghazzai
🏢Universities: Abdullah University of Science and Technology (KAUST), Imam Abdulrahman Bin Faisal University, Saudi Arabia
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⚡️Channel: @ComplexNetworkAnalysis
#review #Vehicular #gnn
🗓 Publish year: 2025
🧑💻Authors: Elham Binshaflout, Aymen Hamrouni, and Hakim Ghazzai
🏢Universities: Abdullah University of Science and Technology (KAUST), Imam Abdulrahman Bin Faisal University, Saudi Arabia
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⚡️Channel: @ComplexNetworkAnalysis
#review #Vehicular #gnn
👍2
📃Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey
🗓 Publish year: 2024
🧑💻Authors: Rubén Ballester, Carles Casacuberta, Sergio Escalera
🏢Universities: Universitat de Barcelona, Spain
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📱Channel: @ComplexNetworkAnalysis
#paper #Topological_Data #Neural_Network #survey
🗓 Publish year: 2024
🧑💻Authors: Rubén Ballester, Carles Casacuberta, Sergio Escalera
🏢Universities: Universitat de Barcelona, Spain
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📱Channel: @ComplexNetworkAnalysis
#paper #Topological_Data #Neural_Network #survey
🤩1
📄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
📗 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
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
🗓 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
📘 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
🗓 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
🗓 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
📗 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