📃An Overview of Heterogeneous Social Network Analysis
🗓 Publish year: 2025
📘Journal: WIREs Data Mining and Knowledge Discovery (I.F=11.7 )
🧑💻Authors: Deepti Singh, Ankita Verma
🏢Universities: Jaypee Institute of Information Technology (Deemed University), Noida, Uttar Pradesh, India
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Heterogeneous
🗓 Publish year: 2025
📘Journal: WIREs Data Mining and Knowledge Discovery (I.F=11.7 )
🧑💻Authors: Deepti Singh, Ankita Verma
🏢Universities: Jaypee Institute of Information Technology (Deemed University), Noida, Uttar Pradesh, India
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Heterogeneous
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📽 Introduction to Graph Theory: A Computer Science Perspective
📹 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #basics
📹 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #basics
YouTube
Introduction to Graph Theory: A Computer Science Perspective
In this video, I introduce the field of graph theory. We first answer the important question of why someone should even care about studying graph theory through an application perspective. Afterwards, we introduce definitions and essential terminology in…
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📃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
🗓 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
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📃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
🗓 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
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Forwarded 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
📕 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
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📄 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
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📲Channel: @Bioinformatics
#review #anomaly #transfer
🗓Publish year: 2025
🧑💻Authors: Junjun Pan, Yu Zheng, Yue Tan, Yixin Liu
🏢University: Griffith University, Australia
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📲Channel: @Bioinformatics
#review #anomaly #transfer
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📃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
🗓 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
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📄 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
🗓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
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🎞 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
💥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
YouTube
Network Analysis with Gephi 🟣 Digital Tools for Research 🟣 25 March 2025
Delivered by Oksana Dereza from the University of Galway Library / Data Science Institute as a part of the "Digital Tools for Research" workshop series on 25 March 2025. #DigitalResearch #OpenResearch
***
Check out other workshops and events by the University…
***
Check out other workshops and events by the University…
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📃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
🗓 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
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📃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
🗓 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
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📄 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
📗 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
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📃 Heterogeneous network-based algorithms in the biomedical data mining: A review from technical perspective
📙 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
📙 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
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📹 Knowledge Graphs for Plant and Microbiome Multiomics
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #knowledge_graph #plant
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #knowledge_graph #plant
YouTube
Symposium Knowledge Graphs for Plant and Microbiome Multiomics - 14th October 2025
As multi-omics datasets grow in scale and complexity, the need for FAIR (Findable, Accessible, Interoperable, Reusable) data and analysis frameworks becomes increasingly critical for deriving meaningful biological insights. The growing availability of transcriptomic…
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📃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
🗓 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
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📄 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
📙 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
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📃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
🗓 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
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📑 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
📕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
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