Network Analysis Resources & Updates
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📃 State of the Art of Graph Visualization in non-Euclidean Spaces
📕 Journal: Computer Graphics Forum (I.F.=2.9)
🗓 Publish year: 2025
🧑💻Authors: Jacob Miller, Dhruv Bhatia and Stephen Kobourov
🏢Universities: University of Arizona, Tucson, USA
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #visualization #non_Euclidean
🎥 Graph Classification: Step-by-step in action
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #classification #graph
+1
📄 A survey on information diffusion and competitive influence maximization in social networks
📔 Journal: Social Network Analysis and Mining (I.F.=2.8)
🗓 Publish year: 2025
🧑💻Authors: Shano Solanki, Mukesh Kumar & Rakesh Kumar
🏢Universities: Panjab University & Central University of Haryana & NITTTR , India
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #diffusion #influence_maximization
A Comprehensive Survey on Node Classification Methods, Applications, and Challenges: From Traditional Approaches to
Graph Neural Network and Beyond
🗓 Publish year: 2025
🧑💻Authors: Aman Singh, Shahid Shafi Dar, Shubhi Bansal,...
🏢University: Indian Institute of Technology (IIT), India
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #node #classification
+1
📃 A Survey of Link Prediction in N-ary Knowledge Graphs
🗓 Publish year: 2025
🧑💻Authors: Jiyao Wei, Saiping Guan, Da Li,...
🏢University: University of Chinese Academy of Sciences, China
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #link_prediction #n_ary #knowledge_graph
Repost from Bioinformatics
+3
📄 Web-based graphical user interface for visualizing and analyzing chemical reaction networks
📘Journal: Reaction Chemistry & Engineering (I.F.=3.4)
🗓Publish year: 2025
🧑💻Authors: Akihiro Honda, Mikael Kuwahara, Yoshiki Hasukawa, ...
🏢Universities: Hokkaido University, Japan
📎 Study the paper
📦 Code
📲Channel: @Bioinformatics
#tool #web #visualiztion #chemical
Repost from Bioinformatics
+2
📑 Graph Neural Networks in Modern AI-aided Drug Discovery
🗓Publish year: 2025
🧑💻Authors: Odin Zhang, Haitao Lin, Xujun Zhang, ...
🏢Universities: Zhejiang University, Hangzhou & Westlake University, China - Harvard University, USA
📎 Study the paper
📲Channel: @Bioinformatics
#review #drug #ai #gnn #graph_neural_network
📄 Network controllability of structured networks: a survey on graph-theoretical approaches
📘Journal: Taylor & Francis (I.F.=4)
🗓Publish year: 2024
🧑💻Authors: Nam-Jin Park, Hyo-Sung Ahn
🏢Universities: Gwangju Institute of Science and Technology
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#survey #controllability #graph_theoretical
Repost from Bioinformatics
+3
📄 Web-based graphical user interface for visualizing and analyzing chemical reaction networks
📘Journal: Reaction Chemistry & Engineering (I.F.=3.4)
🗓Publish year: 2025
🧑💻Authors: Akihiro Honda, Mikael Kuwahara, Yoshiki Hasukawa, ...
🏢Universities: Hokkaido University, Japan
📎 Study the paper
📦 Code
📲Channel: @Bioinformatics
#tool #web #visualiztion #chemical
📃 A Survey onthe Application of Reinforcement Learning in Recommendation Systems
🗓 Publish year: 2025
🧑💻Author: Siddhanth Darshan Jain Gouder Nagpal
🏢University: Portland State University, USA
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #recommender_system #reinforcement
📄 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
