Network Analysis Resources & Updates
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+224 години
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Архів дописів
📄 Big Data meets Social Networks: A Survey of Analytical Strategies and Research Challenges
📘 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025
🧑💻Authors: Shashank Sheshar Singh, Shashank Singh, Kuldeep Singh, ...
🏢Universities: Thapar Institute of Engineering & Technology & University of Delhi & Motilal Nehru National Institute of Technology & Manipal University Jaipur , India
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #bigdata
+1
📃Graph Learning for Fake Review Detection
🗓 Publish year: 2022
📘Journal: Frontiers in Artificial Intelligence(I.F=3)
🧑💻Authors: Shuo Yu, Jing Ren, Shihao Li, Mehdi Naseriparsa, Feng Xia
🏢Universities: Dalian University of Technology, China.
Federation University Australia, Australia.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Fake #Detection #review
Repost from Bioinformatics
📑 A review of methods for gene regulatory networks reconstruction and analysis
📕 Journal: Artificial Intelligence Review (I.F.=10.7)
🗓Publish year: 2025
🧑💻Authors: Sura I. Mohammed Ali & Sura Zaki Alrashid
🏢Universities: University of Babylon, Iraq
📎 Study the paper
📲Channel: @Bioinformatics
#review #gene #grn #gene_regulatory
📑Sentiment Diffusion in Online Social Networks: A Survey from the Computational Perspective
📘 Journal: ACM Computing Surveys (🔥I.F.=23.8)
🗓 Publish year: 2025
🧑💻Authors: Han Xu, Minghua Xu, Xianjun Deng, ...
🏢Universities: Huazhong University of Science and Technology, China
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #sentiment #diffusion
📄Heterogeneous network approaches to protein pathway prediction
📕 Journal: Computational and Structural Biotechnology Journal (I.F.=4.5)
🗓 Publish year: 2025
🧑💻Authors: Gowri Nayar, Russ B. Altman
🏢Universities: Stanford University, United States
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #protein #pathway
📄 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
📎 Study the paper
📦 GitHub Resources
⚡️Channel: @ComplexNetworkAnalysis
#review #Graph_Foundation_Models #llm
📹How to Build a Knowledge Graph
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #knowledge_graph #neo4j
📄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
Repost from Bioinformatics
+8
📃 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, ...
📎 Study the paper
📲Channel: @Bioinformatics
#review #network #visualization #biological
📃 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
📃 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
📄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
+1
📑 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
📃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.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Healthcare #Advances #future #review
+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
+1
📃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
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Topological_Data #Neural_Network #survey
📃 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
📄Understanding Information Propagation in Online Social Networks: A Systematic Mapping Study
📗 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025
🧑💻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
