Network Analysis Resources & Updates
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Архів дописів
📃 Bibliometric Analysis on ChatGPT Research with CiteSpace
📗 Journal: Information (I.F.=2.9)
🗓 Publish year: 2025
🧑💻Authors: Dongyan Nan, Xiangying Zhao, Chaomei Chen,...
🏢University: Macau University of Science and Technology, China - Sungkyunkwan University & Drexel University & Hanyang University ERICA, Republic of Korea
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #chatgpt #bibliometric #citespace
👨🎓Postdoctoral Scientist position in complex networks Analysis
💥 فرصت همکاری پسادکتری در زمینه تحلیل شبکه در آزمایشگاه SBNA
ℹ️ Details
📲Channel: @ComplexNetworkAnalysis
#apply #postdoc
📽 An introduction to Social Network Analysis
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video
📑 A survey of graph neural networks (GNNs) for explainable AI (XAI)
📕Journal: Neural Computing and Applications
🗓 Publish year: 2025
🧑💻Authors: Mauparna Nandan, Soma Mitra & Debashis De
🏢Universities: Techno Main Salt Lake & Brainware University & Maulana Abul Kalam Azad University of Technology, India
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #gnn #xai #explainability
📃A Network Analysis of Retracted Citations by Iranian Computer Scientists
🗓 Publish year: 2025
📘Journal: International Journal of Web Research (IJWR)
🧑💻Authors: Parsa Zahedi, Sadegh Sulaimany
🏢University: University of Kurdistan, Sanandaj, Iran
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Retraction #Computer_Science #Iran #Citation_Analysis
+1📄 Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey
📙 Journal: ACM Computing Surveys (🔥I.F.=28)
🗓 Publish year: 2025
🧑💻Authors: Zhiqiang Zhong, Anastasia Barkova & Davide Mottin
🏢Universities: Aarhus Universitet, Denmark & WhiteLabGenomics, France
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #graph #machine_learning #drug
📃Methods resources for authors new to conducting systematic reviews with network meta-analysis: a scoping review
🗓 Publish year: 2025
📘Journal: Journal of Clinical Epidemiology (I.F=5.2)
🧑💻Authors: Lize-Mari Swanepoela, Amanda Brandb, Andrit Lourensc,d, Anel Schooneesb , Michael McCaula
🏢Universities: Stellenbosch University, Cape Town,
South Africa & Namibia University of Science and Technology, Windhoek, Namibia & University of Cape Town, Cape Town, South Africa.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Authors #Meta_analysis #review
📹 Knowledge Graphs for Plant and Microbiome Multiomics
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #knowledge_graph #plant
📃 Heterogeneous network-based algorithms in the biomedical data mining: A review from technical perspective3
📙 Journal: Informatics and Health
🗓 Publish year: 2024
🧑💻Authors: Shirui Yu, Aihua Li, Yifei Chen,...
🏢University: Chinese Academy of Medical Sciences, Beijing, China
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #Heterogeneous #biomedical
📄 Graph Anomaly Detection in Time Series: A Survey
📗 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025
🧑💻Authors: Thi Kieu Khanh Ho; Ali Karami; Narges Armanfard
🏢University: McGill University, Canada
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #time_series #anomaly
📃Network Traffic Analysis Based on Graph Neural Networks: A Scoping Review
🗓 Publish year: 2025
📘Journal: Big Data and Cognitive Computing (I.F=4.4)
🧑💻Authors: Ruonan Wang, Jinjing Zhao, Hongzheng Zhang,Liqiang He, Hu Li and Minhuan Huang
🏢Universities: Institute of Systems Engineering, Academy of Military Sciences, People’s Liberation Army, Beijing 100101, China.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Traffic #GNN #review
📃Engineering Reliable Graph Neural Networks: A Systems Perspective
🗓 Publish year: 2025
🧑💻Authors: Giancarlo Manuele, Alessia Romano, Luca Ferri. ...
🏢Universities: University of Pisa, Sapienza University of Rome, Politecnico di Milano - Italy
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#review #gnn #scalability #relaible
🎞 Network Analysis with Gephi / Digital Tools for Research
💥Free recorded workshop
💥 This workshop will provide a hands-on introduction to network analysis and visualisation using Gephi, a free open-source tool.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Gephi #Digital_Tools #Research
📄 Visualization Tasks for Unlabelled Graphs
🗓Publish year: 2025
🧑💻Authors: Matt I. B. Oddo , Ryan Smith , Stephen Kobourov , ...
🏢Universities: University of British Columbia. Canada - Technical University of Munich, Germany
📎 Study the paper
📲Channel: @Bioinformatics
#review #unlabelled #network_structure
📃Social network analysis in football: a systematic review of performance and tactical applications
🗓 Publish year: 2025
📘Journal: Frontiers in Psychology (I.F=2.9)
🧑💻Authors: Ricardo Alves, Gonçalo Dias, Nuno Andre Nunes,
Sergio M. Querido , and Vasco Vaz
🏢Universities: University of Coimbra, Coimbra, Portugal and University of Lisbon, Lisboa, Portugal
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #football #tactical_applications #review
📄 A Survey of Generalization of Graph Anomaly Detection: From Transfer Learning to Foundation Models
🗓Publish year: 2025
🧑💻Authors: Junjun Pan, Yu Zheng, Yue Tan, Yixin Liu
🏢University: Griffith University, Australia
📎 Study the paper
📲Channel: @Bioinformatics
#review #anomaly #transfer
Repost from Bioinformatics
📑 A comprehensive review of cluster methods for drug–drug interaction network
📕 Journal: Quantitative Biology (I.F.=1.4)
🗓Publish year: 2025
🧑💻Authors: Shuyuan Cao, Guixia Liu, Xiangrun Zhou, Ji Lv
🏢Universities: Jilin University & Zhejiang Normal University, China
📎 Study the paper
📲Channel: @Bioinformatics
#review #cluster #drug
📃Trustworthy GNNs with LLMs: A Systematic Review and Taxonomy
🗓 Publish year: 2025
🧑💻Authors: Ruizhan Xue, Huimin Deng, Fang He, Maojun Wang, Zeyu Zhang
🏢University: Huazhong Agricultural University
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Trustworthy #GNN #LLM #Taxonomy #Review
📃Basic issues and challenges of statistical network
analysis
🗓 Publish year: 2025
📘Journal: Communications for Statistical Applications and Methods (I.F=0.6)
🧑💻Authors: Jaehee Kim
🏢University: Duksung Women’s University, Korea
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #issues #challenges #statistical
📃Basic issues and challenges of statistical network
analysis
🗓 Publish year: 2025
📘Journal: Communications for Statistical Applications and Methods
🧑💻Authors: Jaehee Kim
🏢University: Duksung Women’s University, Korea
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #issues #challenges #statistical
