Forwarded from Bioinformatics
📑 A Survey of Graph Neural Networks for Drug Discovery: Recent Developments and Challenges
🗓Publish year: 2025
🧑💻Authors: Katherine Berry and Liang Cheng
🏢University: University of Toledo, USA
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📲Channel: @Bioinformatics
#review #gnn #drug
🗓Publish year: 2025
🧑💻Authors: Katherine Berry and Liang Cheng
🏢University: University of Toledo, USA
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📲Channel: @Bioinformatics
#review #gnn #drug
👍2
📃 Graph Attention Networks: A Comprehensive Review of Methods and Applications
🗓 Publish year: 2025
📓Journal: Future Internet (I.F. = 3.6)
🧑💻Authors: Aristidis G. Vrahatis,Konstantinos Lazaros & Sotiris Kotsiantis
🏢Universities: Ionian University & University of Patras, Greece
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⚡️Channel: @ComplexNetworkAnalysis
#review #attention
🗓 Publish year: 2025
📓Journal: Future Internet (I.F. = 3.6)
🧑💻Authors: Aristidis G. Vrahatis,Konstantinos Lazaros & Sotiris Kotsiantis
🏢Universities: Ionian University & University of Patras, Greece
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⚡️Channel: @ComplexNetworkAnalysis
#review #attention
👍2
📄 Network analysis used to investigate the symptoms of cancer patients during chemotherapy: a scoping review
🗓 Publish year: 2025
📘Journal: Discover Oncology (I.F. = 2.9)
🧑💻Authors: Xiaodan Shao, Na Wang, Ke Tang, Kunning Wang,...
🏢Universities: University of South China & Hengyang Medical School, University of South China, China
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⚡️Channel: @ComplexNetworkAnalysis
#review #cancer #chemotherapy
🗓 Publish year: 2025
📘Journal: Discover Oncology (I.F. = 2.9)
🧑💻Authors: Xiaodan Shao, Na Wang, Ke Tang, Kunning Wang,...
🏢Universities: University of South China & Hengyang Medical School, University of South China, China
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⚡️Channel: @ComplexNetworkAnalysis
#review #cancer #chemotherapy
👍2❤1
📃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
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📱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
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📱Channel: @ComplexNetworkAnalysis
#paper #Heterogeneous
👍3
📽 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…
❤1👍1
📃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
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📱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
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📱Channel: @ComplexNetworkAnalysis
#paper #issues #challenges #statistical
👍1
📃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
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📱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
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📱Channel: @ComplexNetworkAnalysis
#paper #Trustworthy #GNN #LLM #Taxonomy #Review
👍3
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
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📲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
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📲Channel: @Bioinformatics
#review #cluster #drug
👍5
📄 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
👍2
📃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
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📱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
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📱Channel: @ComplexNetworkAnalysis
#paper #football #tactical_applications #review
👍1
📄 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
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📲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
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📲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…
👍1
📃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
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📱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
👍3
📃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.
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📱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.
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📱Channel: @ComplexNetworkAnalysis
#paper #Traffic #GNN #review
❤1
📄 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
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⚡️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
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⚡️Channel: @ComplexNetworkAnalysis
#review #time_series #anomaly
👍2
📃 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
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⚡️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