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
β‘οΈChannel: @ComplexNetworkAnalysis
#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
β‘οΈChannel: @ComplexNetworkAnalysis
#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
π2π1
π From Static to Dynamic: Exploring Temporal Networks in Systems Biology
π Publish year: 2025
π§βπ»Authors: Abir Khazaal, Fatemeh Vafaee
π’University: University of New South Wales (UNSW), Sydney, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #temporal #systems_biology
π Publish year: 2025
π§βπ»Authors: Abir Khazaal, Fatemeh Vafaee
π’University: University of New South Wales (UNSW), Sydney, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #temporal #systems_biology
β€3
π A Systematic Survey on Generative Models for Graph Generation
π Publish year: 2025
π§βπ»Authors: Jiarui Ji, Wenda Wang, Runlin Lei,..
π’University: Renmin University of China, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #chatgpt #generative_ai
π Publish year: 2025
π§βπ»Authors: Jiarui Ji, Wenda Wang, Runlin Lei,..
π’University: Renmin University of China, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #chatgpt #generative_ai
β€1π1
πA network-based analysis anticipates time to recovery from major depression revealing a plasticity by context interplay
π Publish year: 2025
πJournal: translational psychiatry (I.F=6.2)
π§βπ»Authors: Claudia Delli Colli, Aurelia Viglione, Silvia Poggini, Francesca Cirulli, Flavia Chiarotti, Alessandro Giuliani & Igor Branchi
π’University: Sapienza University of Rome, Rome, Ital
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Depression #Time #plasticity #context_interplay #Review
π Publish year: 2025
πJournal: translational psychiatry (I.F=6.2)
π§βπ»Authors: Claudia Delli Colli, Aurelia Viglione, Silvia Poggini, Francesca Cirulli, Flavia Chiarotti, Alessandro Giuliani & Igor Branchi
π’University: Sapienza University of Rome, Rome, Ital
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Depression #Time #plasticity #context_interplay #Review