πNetwork Traffic Analysis Based on Graph Neural Networks: A Scoping Review
π Publish year: 2025
πJournal: Big Data and Cognitive Computing (I.F=4.4)
π§βπ»Authors: Ruonan Wang, Jinjing Zhao, Hongzheng Zhang,Liqiang He, Hu Li and Minhuan Huang
π’Universities: Institute of Systems Engineering, Academy of Military Sciences, Peopleβs Liberation Army, Beijing 100101, China.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Traffic #GNN #review
π Publish year: 2025
πJournal: Big Data and Cognitive Computing (I.F=4.4)
π§βπ»Authors: Ruonan Wang, Jinjing Zhao, Hongzheng Zhang,Liqiang He, Hu Li and Minhuan Huang
π’Universities: Institute of Systems Engineering, Academy of Military Sciences, Peopleβs Liberation Army, Beijing 100101, China.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Traffic #GNN #review
β€1
π Graph Anomaly Detection in Time Series: A Survey
π Journal: IEEE Access (I.F.=3.4)
π Publish year: 2025
π§βπ»Authors: Thi Kieu Khanh Ho; Ali Karami; Narges Armanfard
π’University: McGill University, Canada
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #time_series #anomaly
π Journal: IEEE Access (I.F.=3.4)
π Publish year: 2025
π§βπ»Authors: Thi Kieu Khanh Ho; Ali Karami; Narges Armanfard
π’University: McGill University, Canada
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #time_series #anomaly
π2
π Heterogeneous network-based algorithms in the biomedical data mining: A review from technical perspective
π Journal: Informatics and Health
π Publish year: 2024
π§βπ»Authors: Shirui Yu, Aihua Li, Yifei Chen,...
π’University: Chinese Academy of Medical Sciences, Beijing, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #Heterogeneous #biomedical
π Journal: Informatics and Health
π Publish year: 2024
π§βπ»Authors: Shirui Yu, Aihua Li, Yifei Chen,...
π’University: Chinese Academy of Medical Sciences, Beijing, China
π Study the paper
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#review #Heterogeneous #biomedical
π1
πΉ Knowledge Graphs for Plant and Microbiome Multiomics
π Watch
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#video #knowledge_graph #plant
π Watch
β‘οΈChannel: @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 transcriptomicβ¦
π1
πMethods resources for authors new to conducting systematic reviews with network meta-analysis: a scoping review
π Publish year: 2025
πJournal: Journal of Clinical Epidemiology (I.F=5.2)
π§βπ»Authors: Lize-Mari Swanepoela, Amanda Brandb, Andrit Lourensc,d, Anel Schooneesb , Michael McCaula
π’Universities: Stellenbosch University, Cape Town,
South Africa & Namibia University of Science and Technology, Windhoek, Namibia & University of Cape Town, Cape Town, South Africa.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Authors #Meta_analysis #review
π Publish year: 2025
πJournal: Journal of Clinical Epidemiology (I.F=5.2)
π§βπ»Authors: Lize-Mari Swanepoela, Amanda Brandb, Andrit Lourensc,d, Anel Schooneesb , Michael McCaula
π’Universities: Stellenbosch University, Cape Town,
South Africa & Namibia University of Science and Technology, Windhoek, Namibia & University of Cape Town, Cape Town, South Africa.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Authors #Meta_analysis #review
π1
π Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey
π Journal: ACM Computing Surveys (π₯I.F.=28)
π Publish year: 2025
π§βπ»Authors: Zhiqiang Zhong, Anastasia Barkova & Davide Mottin
π’Universities: Aarhus Universitet, Denmark & WhiteLabGenomics, France
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph #machine_learning #drug
π Journal: ACM Computing Surveys (π₯I.F.=28)
π Publish year: 2025
π§βπ»Authors: Zhiqiang Zhong, Anastasia Barkova & Davide Mottin
π’Universities: Aarhus Universitet, Denmark & WhiteLabGenomics, France
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph #machine_learning #drug
β€2
πA Network Analysis of Retracted Citations by Iranian Computer Scientists
π Publish year: 2025
πJournal: International Journal of Web Research (IJWR)
π§βπ»Authors: Parsa Zahedi, Sadegh Sulaimany
π’University: University of Kurdistan, Sanandaj, Iran
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Retraction #Computer_Science #Iran #Citation_Analysis
π Publish year: 2025
πJournal: International Journal of Web Research (IJWR)
π§βπ»Authors: Parsa Zahedi, Sadegh Sulaimany
π’University: University of Kurdistan, Sanandaj, Iran
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Retraction #Computer_Science #Iran #Citation_Analysis
π1
π A survey of graph neural networks (GNNs) for explainable AI (XAI)
πJournal: Neural Computing and Applications
π Publish year: 2025
π§βπ»Authors: Mauparna Nandan, Soma Mitra & Debashis De
π’Universities: Techno Main Salt Lake & Brainware University & Maulana Abul Kalam Azad University of Technology, India
π Study the paper
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#review #gnn #xai #explainability
πJournal: Neural Computing and Applications
π Publish year: 2025
π§βπ»Authors: Mauparna Nandan, Soma Mitra & Debashis De
π’Universities: Techno Main Salt Lake & Brainware University & Maulana Abul Kalam Azad University of Technology, India
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #gnn #xai #explainability
π2β€1
π½ An introduction to Social Network Analysis
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video
YouTube
An introduction to Social Network Analysis
Social Network Analysis is an exciting computational method that allows us to study social systems by visualising and interrogating the relationships among individuals or groups in the system.
This technique allows us to answer questions about the ins-andβ¦
This technique allows us to answer questions about the ins-andβ¦
π1
π¨βπPostdoctoral Scientist position in complex networks Analysis
π₯ ΩΨ±Ψ΅Ψͺ ΩΩ Ϊ©Ψ§Ψ±Ϋ ΩΎΨ³Ψ§Ψ―Ϊ©ΨͺΨ±Ϋ Ψ―Ψ± Ψ²Ω ΫΩΩ ΨͺΨΩΫΩ Ψ΄Ψ¨Ϊ©Ω Ψ―Ψ± Ψ’Ψ²Ω Ψ§ΫΨ΄Ϊ―Ψ§Ω SBNA
βΉοΈ Details
π²Channel: @ComplexNetworkAnalysis
#apply #postdoc
π₯ ΩΨ±Ψ΅Ψͺ ΩΩ Ϊ©Ψ§Ψ±Ϋ ΩΎΨ³Ψ§Ψ―Ϊ©ΨͺΨ±Ϋ Ψ―Ψ± Ψ²Ω ΫΩΩ ΨͺΨΩΫΩ Ψ΄Ψ¨Ϊ©Ω Ψ―Ψ± Ψ’Ψ²Ω Ψ§ΫΨ΄Ϊ―Ψ§Ω SBNA
βΉοΈ Details
π²Channel: @ComplexNetworkAnalysis
#apply #postdoc
SBNA (Social & Biological Network Analysis) Lab.
Postdoctoral Opportunity in Network Analysis at SBNA Lab
The Social & Biological Network Analysis (SBNA) Laboratory at the University of Kurdistan is pleased to announce an opening forβ¦
π4
π Bibliometric Analysis on ChatGPT Research with CiteSpace
π Journal: Information (I.F.=2.9)
π Publish year: 2025
π§βπ»Authors: Dongyan Nan, Xiangying Zhao, Chaomei Chen,...
π’University: Macau University of Science and Technology, China - Sungkyunkwan University & Drexel University & Hanyang University ERICA, Republic of Korea
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #chatgpt #bibliometric #citespace
π Journal: Information (I.F.=2.9)
π Publish year: 2025
π§βπ»Authors: Dongyan Nan, Xiangying Zhao, Chaomei Chen,...
π’University: Macau University of Science and Technology, China - Sungkyunkwan University & Drexel University & Hanyang University ERICA, Republic of Korea
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #chatgpt #bibliometric #citespace
π1
Network Analysis Resources & Updates pinned Β«π¨βπPostdoctoral Scientist position in complex networks Analysis π₯ ΩΨ±Ψ΅Ψͺ ΩΩ
Ϊ©Ψ§Ψ±Ϋ ΩΎΨ³Ψ§Ψ―Ϊ©ΨͺΨ±Ϋ Ψ―Ψ± Ψ²Ω
ΫΩΩ ΨͺΨΩΫΩ Ψ΄Ψ¨Ϊ©Ω Ψ―Ψ± Ψ’Ψ²Ω
Ψ§ΫΨ΄Ϊ―Ψ§Ω SBNA βΉοΈ Details π²Channel: @ComplexNetworkAnalysis #apply #postdocΒ»
π Data augmentation on graphs: A technical survey
π Journal: Information (I.F.=2.9)
π Publish year: 2025
π§βπ»Authors: Jiajun Zhou, Chenxuan Xie, Shengbo Gong, ...
π’Universities: Zhejiang University of Technology & CityUniversity of Hong Kong, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #augmentation
π Journal: Information (I.F.=2.9)
π Publish year: 2025
π§βπ»Authors: Jiajun Zhou, Chenxuan Xie, Shengbo Gong, ...
π’Universities: Zhejiang University of Technology & CityUniversity of Hong Kong, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #augmentation
π2
πNetwork Traffic Analysis Based on Graph Neural Networks: A Scoping Review
π Publish year: 2025
πJournal: Big Data and Cognitive Computing (I.F=4.4)
π§βπ»Authors: Ruonan Wang , Jinjing Zhao, Hongzheng Zhang, Liqiang He, Hu Li and Minhuan Huang
π’University: Institute of Systems Engineering, Academy of Military Sciences, Peopleβs Liberation Army, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Traffic #GNN #review
π Publish year: 2025
πJournal: Big Data and Cognitive Computing (I.F=4.4)
π§βπ»Authors: Ruonan Wang , Jinjing Zhao, Hongzheng Zhang, Liqiang He, Hu Li and Minhuan Huang
π’University: Institute of Systems Engineering, Academy of Military Sciences, Peopleβs Liberation Army, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Traffic #GNN #review
π1
π Introduction to Graph Neural Networks and What We Can Implement in the Wolfram Language
π₯Free recorded tutorial
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #GNN #Wolfram_Language
π₯Free recorded tutorial
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #GNN #Wolfram_Language
Wolfram
Wolfram Video Archive: Introduction to Graph Neural Networks and What We Can Implement in the Wolfram Language
π1
π Signed Networks: theory, methods, and applications
π Publish year: 2025
π§βπ»Authors: Fernando Diaz-Diaz, Elena Candellone Miguel A. GonzΒ΄alez-Casado, ...
π’Universities: Universidad Carlos III de Madrid & Institute of Cross-Disciplinary Physics and Complex Systems & Universitat Pompeu Fabra & Universitat de Barcelona, Spain- Utrecht University, Netherlands
π Study the paper
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#review #signed
π Publish year: 2025
π§βπ»Authors: Fernando Diaz-Diaz, Elena Candellone Miguel A. GonzΒ΄alez-Casado, ...
π’Universities: Universidad Carlos III de Madrid & Institute of Cross-Disciplinary Physics and Complex Systems & Universitat Pompeu Fabra & Universitat de Barcelona, Spain- Utrecht University, Netherlands
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #signed
π1