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Post #1456 748 Sep 22, 2025, 23:37 UTC

📃 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

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #attention

👍 2

Post #1455 841 Sep 18, 2025, 17:11 UTC

📹 Spectral Graph Theory For Dummies

🎞 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #spectral

YouTube Spectral Graph Theory For Dummies To try everything Brilliant has to offer—free—for a full 30 days, visit https://brilliant.org/Ron . You’ll also get 20% off an annual premium subscription. This video was sponsored by Brilliant. --- References: 1. Cornell University Lecture Note: https:…

❤ 3

Post #1454 723 Sep 15, 2025, 17:24 UTC

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

📎 Study the paper

📲Channel: @Bioinformatics
#review #gnn #drug

👍 2

Post #1452 808 Sep 12, 2025, 15:52 UTC

📑 Deep graph anomaly detection: A survey and new perspectives

🗓 Publish year: 2025
📗Journal: IEEE Transactions on Knowledge and Data Engineering (I.F. = 10.4)

🧑‍💻Authors: Hezhe Qiao, Hanghang Tong, Bo An, ...
🏢Universities: Singapore Management University, University of Illinois at Urbana-Champaign, Nanyang Technological University, ...

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #anomaly #deep

👍 1
🤔 1

Post #1451 755 Sep 10, 2025, 18:55 UTC

📹 Mathematical Models of Social Connectivity: The Role of Transitivity and Clustering

🎞 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #clustering_coefficeint #transitivity

YouTube Mathematical Models of Social Connectivity: The Role of Transitivity and Clustering This lecture explains the fundamental concepts of transitivity, global and local clustering coefficients, and structural holes in social network analysis. Using intuitive explanations and practical social media examples, the video explains how these measures…

👍 1

Post #1448 745 Sep 6, 2025, 12:50 UTC

📃 A Survey of Link Prediction in Temporal Networks

🗓 Publish year: 2025

🧑‍💻Authors: Jiafeng Xiong, Ahmad Zareie and Rizos Sakellariou
🏢Universities: University of Manchester & University of Sheffield, UK

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #link_prediction #temporal

👍 2
❤ 1

Post #1445 3.76K Sep 3, 2025, 18:00 UTC

📄 Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking

🗓 Publish year: 2025

🧑‍💻Authors: Alireza Sadeghi, Farshid Hajati, Ahmadreza Argha, ...
🏢Universities: Clemson University, USA - University of New England & UNSW Sydney, Australia - Chinese Academy of Sciences, China.

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #multimodal #biomedical #interpretable #graph_machine_learning #explainability

👍 2

Post #1444 675 Sep 2, 2025, 17:37 UTC

📑 Visibility graph analysis for educational data

🗓 Publish year: 2025
📕Journal: Scientific Reports (I.F. = 3.2)

🧑‍💻Authors: Hadis Azizi, Mohammad Sadra Amini, Sadegh Sulaimany & Aso Mafakheri
🏢University: Social and Biological Network Analysis Laboratory (SBNA), University of Kurdistan, Iran

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #educational_data #visibility_graph

👍 2
❤ 1
🔥 1

Post #1443 651 Aug 31, 2025, 23:36 UTC

📹 Introduction to Graph Machine Learning: Methods and Applications
💥 Jundong Li, Associate Professor, University of Virginia

🎞 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #graph_machine_learning

YouTube Introduction to Graph Machine Learning: Methods and Applications To get the slides and a certificate of completion, go to https://academy.isdsa.org/moodle/course/view.php?id=26 Graph-structured data is central to many real-world problems, encompassing domains such as recommender systems, social network analysis, and computational…

👍 2

Post #1442 668 Aug 30, 2025, 09:50 UTC

📃Systematic Review of Graph Neural Network for Malicious Attack Detection

🗓 Publish year: 2025
📘Journal: Information (I.F=2.9 )

🧑‍💻Authors: Sarah Mohammed Alshehri , Sanaa Abdullah Sharaf and Rania Abdullrahman Molla
🏢Universities: King Abdulaziz University, Jeddah 21589, Saudi Arabia.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Malicious #Attack #review

👍 1

Post #1441 646 Aug 28, 2025, 08:16 UTC

📄 Pattern detection in bipartite networks: A review of terminology, applications, and methods

🗓 Publish year: 2024
📔Journal: PLOS Complex Systems

🧑‍💻Authors: Zachary P. Neal,Annabell Cadieux,Diego Garlaschelli,...
🏢Universities: Michigan State University & University of Vermont & Arizona State University, , USA - Halle, Germany - Leiden University, Italy

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #bipartite

👍 1

Post #1440 648 Aug 27, 2025, 05:50 UTC

September 5, 2025
NodeXL Academy offers a free 90 minute virtual event to demonstrate the use of NodeXL for teaching networks and social media analysis. No coding required. If you can make a pie chart you can now make a network chart in with NodeXL. Gain quick insights into the influencers and. Market segmentation in a social media discussion stream. Automated analysis and visualizations that are published as a web based interactive dashboard. See: http://smrfoundation.org

Free ebook: http://nodexl.com/shop

Sample dashboard:

https://app.powerbi.com/view?r=eyJrIjoiNzZlN2EwNTYtNGUwMS00NmZhLTgyOGEtNjZiZmVmOTllYzNlIiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9

www.smrfoundation.org The home of NodeXL | Your Social Network Analysis Tool for Social Media The SMR Foundation supports social network analysis (SNA) tools that enable the collection, analysis and visualization of social media data.

👍 1

Post #1439 537 Aug 27, 2025, 05:45 UTC

📽 Graph Embedding in practice

🎞 Watch part 1
🎞 Watch part 2

⚡️Channel: @ComplexNetworkAnalysis
#video #emebdding

YouTube Mining Complex Networks - Chapter 6 (part 1/2) - Graph Embeddings @MiningComplexNetworks

👍 1

Post #1436 655 Aug 25, 2025, 18:55 UTC

📃 Social network analysis in agricultural economics: progress, challenges and prospects of an integrated methodology

📗 Journal: China Agricultural Economic Review (I.F.=5.6 - Q1)
🗓 Publish year: 2025

🧑‍💻Authors: Rui Mao, Yu Gan, Xiaohua Yu
🏢University: Zhejiang University, China - University of Gottingen, Germany

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #agriculture #economics

👍 1

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