Forwarded from Bioinformatics
📃 Biological Multi-Layer and Single Cell Network-Based Multiomics Models - a Review
🗓 Publish year: 2025
🧑💻Authors: Marcello Barylli, Joyaditya Saha, Tineke E. Buffart , ...
🏢Universities: University of Amsterdam - Amsterdam University Medical Centers - Oncode Institute, Netherlands
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📲Channel: @Bioinformatics
#review #multiomics #network #multi_layer #single_cell
🗓 Publish year: 2025
🧑💻Authors: Marcello Barylli, Joyaditya Saha, Tineke E. Buffart , ...
🏢Universities: University of Amsterdam - Amsterdam University Medical Centers - Oncode Institute, Netherlands
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📲Channel: @Bioinformatics
#review #multiomics #network #multi_layer #single_cell
Forwarded from Bioinformatics
📄Graph neural networks for single-cell omics data: a review of approaches and applications
📙 Journal: Briefings in Bioinformatics (I.F.=6.8)
🗓 Publish year: 2025
🧑💻Authors: Sijie Li, Heyang Hua, Shengquan Chen
🏢Universities: Nankai University, China
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📲Channel: @Bioinformatics
#review #gnn #single_cell #omic
📙 Journal: Briefings in Bioinformatics (I.F.=6.8)
🗓 Publish year: 2025
🧑💻Authors: Sijie Li, Heyang Hua, Shengquan Chen
🏢Universities: Nankai University, China
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📲Channel: @Bioinformatics
#review #gnn #single_cell #omic
📃A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions
📕 Journal:IEEE Transactions on Knowledge and Data Engineering (I.F.=8.9)
🗓 Publish year: 2025
🧑💻Authors: Zemin Liu; Yuan Li; Nan Chen, ...
🏢Universities: National University of Singapore
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📦 Github
💥 Early access
⚡️Channel: @ComplexNetworkAnalysis
#review #imbalanced #learning #graph
📕 Journal:IEEE Transactions on Knowledge and Data Engineering (I.F.=8.9)
🗓 Publish year: 2025
🧑💻Authors: Zemin Liu; Yuan Li; Nan Chen, ...
🏢Universities: National University of Singapore
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📦 Github
💥 Early access
⚡️Channel: @ComplexNetworkAnalysis
#review #imbalanced #learning #graph
📚 A Simple Introduction to Graph Theory
💥Booklet
🗓Publish year: 2024
🧑💻Author: Brian Heinold
🏢University: Mount Saint Mary's University, USA
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⚡️Channel: @ComplexNetworkAnalysis
#book #booklet #graph
💥Booklet
🗓Publish year: 2024
🧑💻Author: Brian Heinold
🏢University: Mount Saint Mary's University, USA
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⚡️Channel: @ComplexNetworkAnalysis
#book #booklet #graph
📃A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends
🗓 Publish year: 2024
📘Journal: Mechanical Systems and Signal Processing(I.F=7.9)
🧑💻Authors: Yucheng Wang, Min Wu, Xiaoli Lia, Lihua Xie and Zhenghua Chen
🏢Universities: Nanyang Technological University, Singapore
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #prediction #Remaining #Life #future #Survey
🗓 Publish year: 2024
📘Journal: Mechanical Systems and Signal Processing(I.F=7.9)
🧑💻Authors: Yucheng Wang, Min Wu, Xiaoli Lia, Lihua Xie and Zhenghua Chen
🏢Universities: Nanyang Technological University, Singapore
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #prediction #Remaining #Life #future #Survey
📄 Network-based multi-omics integrative analysis methods in drug discovery: a systematic review
📗 Journal: BioData Mining (I.F.=4)
🗓 Publish year: 2025
🧑💻Authors: Wei Jiang, Weicai Ye, Xiaoming Tan, ...
🏢Universities: Hubei University- Sun Yat-sen University, China
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⚡️Channel: @ComplexNetworkAnalysis
#review #network #multi_omics #drug
📗 Journal: BioData Mining (I.F.=4)
🗓 Publish year: 2025
🧑💻Authors: Wei Jiang, Weicai Ye, Xiaoming Tan, ...
🏢Universities: Hubei University- Sun Yat-sen University, China
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⚡️Channel: @ComplexNetworkAnalysis
#review #network #multi_omics #drug
📄Knowledge Graph Construction: Extraction, Learning, and Evaluation
📙 Journal: Applied Sciences (I.F.=2.5)
🗓 Publish year: 2025
🧑💻Authors: Seungmin Choi and Yuchul Jung
🏢Universities: Kumoh National Institute of Technology, Republic of Korea
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⚡️Channel: @ComplexNetworkAnalysis
#review #knowledge_graph
📙 Journal: Applied Sciences (I.F.=2.5)
🗓 Publish year: 2025
🧑💻Authors: Seungmin Choi and Yuchul Jung
🏢Universities: Kumoh National Institute of Technology, Republic of Korea
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⚡️Channel: @ComplexNetworkAnalysis
#review #knowledge_graph
📃Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities
🗓 Publish year: 2025
🧑💻Authors: Md Shahir Zaoad, Niamat Zawad, Priyanka Ranade, ...
🏢Universities: University of Texas - The Laboratory for Physical Sciences, Baltimore, USA
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⚡️Channel: @ComplexNetworkAnalysis
#review #ranking
🗓 Publish year: 2025
🧑💻Authors: Md Shahir Zaoad, Niamat Zawad, Priyanka Ranade, ...
🏢Universities: University of Texas - The Laboratory for Physical Sciences, Baltimore, USA
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⚡️Channel: @ComplexNetworkAnalysis
#review #ranking
📃Stakeholder and social network analysis for understanding forest (fires) management – A contribution based on a systematic literature review
🗓 Publish year: 2025
📘Journal: Forest Policy and Economics(I.F=4)
🧑💻Authors: C. Campos Fernandes, S. Valente, E. Figueiredo, A. Polido
🏢Universities: University of Aveiro, Portugal
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📱Channel: @ComplexNetworkAnalysis
#paper #Stakeholder #forest #contribution #management #review
🗓 Publish year: 2025
📘Journal: Forest Policy and Economics(I.F=4)
🧑💻Authors: C. Campos Fernandes, S. Valente, E. Figueiredo, A. Polido
🏢Universities: University of Aveiro, Portugal
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📱Channel: @ComplexNetworkAnalysis
#paper #Stakeholder #forest #contribution #management #review
📃A Review of Link Prediction Applications in Network Biology
📕 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025
🧑💻Authors: Ahmad F. Al Musawi; Satyaki Roy; Preetam Ghosh
🏢Universities: University of Thi-Qar, Iraq - Virginia Commonwealth University & The University of Alabama in Huntsville, USA
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⚡️Channel: @ComplexNetworkAnalysis
#review #link_prediction #biology
📕 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025
🧑💻Authors: Ahmad F. Al Musawi; Satyaki Roy; Preetam Ghosh
🏢Universities: University of Thi-Qar, Iraq - Virginia Commonwealth University & The University of Alabama in Huntsville, USA
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⚡️Channel: @ComplexNetworkAnalysis
#review #link_prediction #biology
📹Network Analysis with Gephi
💥 From University of Galway Library
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #gephi
💥 From University of Galway Library
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #gephi
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…
📃A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications
🗓 Publish year: 2025
🧑💻Authors: Jiaqi HAN, Jiacheng CEN, Liming WU, Zongzhao LI, Xiangzhe KONG, Rui JIAO, Ziyang YU, Tingyang XU, Fandi WU, Zihe WANG, Hongteng XU, Zhewei WEI, Deli ZHAO, Yang LIU, Yu RONG, Wenbing HUANG
🏢Universities: Renmin University of China, Beijing 100872, China,
Stanford University, CA 94305, USA,
Tsinghua University, Beijing 100084, China
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📱Channel: @ComplexNetworkAnalysis
#paper #Geometric #GNN #Application #survey
🗓 Publish year: 2025
🧑💻Authors: Jiaqi HAN, Jiacheng CEN, Liming WU, Zongzhao LI, Xiangzhe KONG, Rui JIAO, Ziyang YU, Tingyang XU, Fandi WU, Zihe WANG, Hongteng XU, Zhewei WEI, Deli ZHAO, Yang LIU, Yu RONG, Wenbing HUANG
🏢Universities: Renmin University of China, Beijing 100872, China,
Stanford University, CA 94305, USA,
Tsinghua University, Beijing 100084, China
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📱Channel: @ComplexNetworkAnalysis
#paper #Geometric #GNN #Application #survey
📄Understanding Information Propagation in Online Social Networks: A Systematic Mapping Study
📗 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025
🧑💻Authors: Eleana Jerez-Villota; Francisco Jurado; Jaime Moreno-Llorena
🏢Universities: Universidad de las Fuerzas Armadas ESPE, Universidad Autónoma de Madrid, Spain
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⚡️Channel: @ComplexNetworkAnalysis
#review #propagation
📗 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025
🧑💻Authors: Eleana Jerez-Villota; Francisco Jurado; Jaime Moreno-Llorena
🏢Universities: Universidad de las Fuerzas Armadas ESPE, Universidad Autónoma de Madrid, Spain
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⚡️Channel: @ComplexNetworkAnalysis
#review #propagation
📃 Graph Neural Networks for Vehicular Social Networks: Trends, Challenges, and Opportunities
🗓 Publish year: 2025
🧑💻Authors: Elham Binshaflout, Aymen Hamrouni, and Hakim Ghazzai
🏢Universities: Abdullah University of Science and Technology (KAUST), Imam Abdulrahman Bin Faisal University, Saudi Arabia
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⚡️Channel: @ComplexNetworkAnalysis
#review #Vehicular #gnn
🗓 Publish year: 2025
🧑💻Authors: Elham Binshaflout, Aymen Hamrouni, and Hakim Ghazzai
🏢Universities: Abdullah University of Science and Technology (KAUST), Imam Abdulrahman Bin Faisal University, Saudi Arabia
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⚡️Channel: @ComplexNetworkAnalysis
#review #Vehicular #gnn
📃Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey
🗓 Publish year: 2024
🧑💻Authors: Rubén Ballester, Carles Casacuberta, Sergio Escalera
🏢Universities: Universitat de Barcelona, Spain
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📱Channel: @ComplexNetworkAnalysis
#paper #Topological_Data #Neural_Network #survey
🗓 Publish year: 2024
🧑💻Authors: Rubén Ballester, Carles Casacuberta, Sergio Escalera
🏢Universities: Universitat de Barcelona, Spain
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📱Channel: @ComplexNetworkAnalysis
#paper #Topological_Data #Neural_Network #survey
📄Spatial network analysis
📗 Journal: REGION
🗓 Publish year: 2025
🧑💻Author: Carmen Cabrera
🏢University: University of Liverpool, Liverpool, United Kingdom
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⚡️Channel: @ComplexNetworkAnalysis
#spatial #r #implementation
📗 Journal: REGION
🗓 Publish year: 2025
🧑💻Author: Carmen Cabrera
🏢University: University of Liverpool, Liverpool, United Kingdom
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⚡️Channel: @ComplexNetworkAnalysis
#spatial #r #implementation