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πŸ“ƒA Review of Link Prediction Applications in Network Biology

πŸ“• Journal: IEEE Access (I.F.=3.4)
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Publish year: 2025

πŸ§‘β€πŸ’»Authors: Ahmad F. Al Musawi; Satyaki Roy; Preetam Ghosh
🏒Universities: University of Thi-Qar, Iraq - Virginia Commonwealth University & The University of Alabama in Huntsville, USA

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⚑️Channel: @ComplexNetworkAnalysis
#review #link_prediction #biology
πŸ‘1
πŸ“ƒA Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications

πŸ—“ Publish year: 2025

πŸ§‘β€πŸ’»Authors: Jiaqi HAN, Jiacheng CEN, Liming WU, Zongzhao LI, Xiangzhe KONG, Rui JIAO, Ziyang YU, Tingyang XU, Fandi WU, Zihe WANG, Hongteng XU, Zhewei WEI, Deli ZHAO, Yang LIU, Yu RONG, Wenbing HUANG

🏒Universities: Renmin University of China, Beijing 100872, China,
Stanford University, CA 94305, USA,
Tsinghua University, Beijing 100084, China

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πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Geometric #GNN #Application #survey
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πŸ“„Understanding Information Propagation in Online Social Networks: A Systematic Mapping Study

πŸ“— Journal: IEEE Access (I.F.=3.4)
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Publish year: 2025

πŸ§‘β€πŸ’»Authors: Eleana Jerez-Villota; Francisco Jurado; Jaime Moreno-Llorena
🏒Universities: Universidad de las Fuerzas Armadas ESPE, Universidad Autónoma de Madrid, Spain

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⚑️Channel: @ComplexNetworkAnalysis
#review #propagation
πŸ‘1
πŸ“ƒ Graph Neural Networks for Vehicular Social Networks: Trends, Challenges, and Opportunities

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Publish year: 2025

πŸ§‘β€πŸ’»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
πŸ‘2
πŸ“ƒTopological Data Analysis for Neural Network Analysis: A Comprehensive Survey

πŸ—“ Publish year: 2024

πŸ§‘β€πŸ’»Authors: RubΓ©n Ballester, Carles Casacuberta, Sergio Escalera

🏒Universities: Universitat de Barcelona, Spain

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πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Topological_Data #Neural_Network #survey
🀩1
πŸ“„Spatial network analysis

πŸ“— Journal: REGION
πŸ—“
Publish year: 2025

πŸ§‘β€πŸ’»Author: Carmen Cabrera
🏒University: University of Liverpool, Liverpool, United Kingdom

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⚑️Channel: @ComplexNetworkAnalysis
#spatial #r #implementation
πŸ‘2
πŸ“ƒA Systematic Review of Graph Neural Network in
Healthcare-Based Applications: Recent Advances,
Trends, and Future Directions

πŸ—“ Publish year: 2024

πŸ§‘β€πŸ’»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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πŸ“±Channel: @ComplexNetworkAnalysis
#paper #GNN #Healthcare #Advances #future #review
πŸ“‘ Demystifying the Power of Large Language Models in Graph Structure Generation

πŸ—“
Publish year: 2025

πŸ§‘β€πŸ’»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
πŸ‘1
πŸ“ΉNetworks Visualization

🎞 Watch

⚑️Channel: @ComplexNetworkAnalysis
#video #visualization
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πŸ“„Learning to Reduce the Scale of Large Graphs: A Comprehensive Survey

πŸ“˜ Journal: ACM Transactions on Knowledge Discovery from Data (I.F.=4)
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Publish year: 2025

πŸ§‘β€πŸ’»Authors: Hongjia Xu, Liangliang Zhang, Yao Ma, ...
🏒Universities: Zhejiang University, China - Rensselaer Polytechnic Institute, USA

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⚑️Channel: @ComplexNetworkAnalysis
#review #large_graph
πŸ‘2
πŸ“ƒ Fairness in Graph Learning Augmented with Machine Learning: A Survey

πŸ—“
Publish year: 2025

πŸ§‘β€πŸ’»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
πŸ“ƒ Survey of Graph Neural Network Methods for Dynamic Link Prediction

πŸ—“
Publish year: 2025

πŸ§‘β€πŸ’»Authors: Nahid Abdolrahmanpour Holagh, Ziad Kobti
🏒University: University of Windsor, Canada

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⚑️Channel: @ComplexNetworkAnalysis
#review #gnn #link_prediction
πŸ‘2
Forwarded from Bioinformatics
πŸ“ƒ An introduction to and survey of biological network visualization

πŸ“— Journal: Computers & Graphics (I.F.=2.5)
πŸ—“Publish year: 2025

πŸ§‘β€πŸ’»Authors: Henry Ehlers, Nicolas Brich, Michael Krone,...
🏒Universities: University of Tübingen, Germany - Peking University, China -Osaka Seikei University, Japan, ...

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πŸ“²Channel: @Bioinformatics
#review #network #visualization #biological