*📃A Comprehensive Review of Propagation Models in Complex Networks: From Deterministic to Deep Learning Approaches
🗓 Publish year: 2024
🧑‍💻Authors: Bin Wu, Sifu Luo and C. Steve Suh*

*📎 Study paper
📱***Channel: @ComplexNetworkAnalysis
#paper #Propagation_Models #Deterministic #Deep_learning #review

*📃A Survey on Graph Neural Networks for Intrusion Detection Systems: Methods, Trends and Challenges
🗓 Publish year: 2024
📘Journal: Computers & Security (I.F=4.8)
🧑‍💻Authors: Meihui Zhong, Mingwei Lin, Chao Zhang, Zeshui Xu
🏢Universities: Fujian Normal University, Fuzhou, 350117, Fujian, China.
Shanxi University, Taiyuan, 030006, Shanxi, China.
Sichuan University, Chengdu, 610064, Sichuan, China*.

*📎 Study paper
📱***Channel: @ComplexNetworkAnalysis
#paper #GNN #Intrusion_Detection_Systems #Trends #Challenges #survey

*🎞 Social Networks and Health 2024*

*💥Free recorded tutorial on social network 📽* Watch

📱Channel: @ComplexNetworkAnalysis
#video #Health

*📄Network Analysis Visualization
💥*Technical Paper

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #Graph #Python #code #Visualization

*🎓Graph Data Science and machine learning applications*

📕Master Degree Thesis by Antonella Cardillo form POLITECNICO DI TORINO

🗓Publish year: 2024

📎 Study thesis

📲Channel: @ComplexNetworkAnalysis
#thesis #Graph #machine_learning #Data_Science

*📃A Comprehensive Survey on Automatic Knowledge Graph Construction*

🗓 Publish year: 2023

🧑‍💻Authors: LINGFENG ZHONG, JIA WU, QIAN LI, HAO PENG, XINDONG WU
🏢Universities: Macquarie University, Beihang University, Hefei University of Technology

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph #knowledge_graph #Survey

*🎞 Theoretical Foundations of Graph Neural Networks*

*💥Free recorded tutorial by Petar Veličković
💥Deriving graph neural networks (GNNs) from first principles, motivating their use, and explaining how they have emerged along several related research lines. 📽* Watch

📱Channel: @ComplexNetworkAnalysis
#video #GNN #Theoretical #Foundations