📃Counterfactual Learning on Graphs: A Survey

🗓 Publish year: 2025
📘Journal: Machine Intelligence Research

🧑‍💻Authors: Zhimeng Guo, Zongyu Wu, Teng Xiao, Charu Aggarwal , Hui Liu, Suhang Wang
🏢Universities: Pennsylvania State University, Watson Research Center

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Counterfactual #Survey

*📃Link Prediction in Social Networks: A Review
🗓 Publish year: 2024
📘Conference: 2024 International Conference on Emerging Innovations and Advanced Computing (INNOCOMP)*

🧑‍💻Authors: Meghana Sreeya Veeramallu, Harshitha Reddy Mallu, Ramadasu B
🏢Universities: Chaitanya Bharathi Institute of Technology, India

*📎 Study paper
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#paper #Link_Prediction #review

*?Understanding Graph Databases: A Comprehensive Tutorial and Survey
? Publish year: 2024
?‍?Authors: Sydney Anuyah, Emmanuel Bolade, Oluwatosin Agbaakin
?Universities: Indiana University, Indianapolis, IN, USA*

*? Study paper
?***Channel: @ComplexNetworkAnalysis
#paper #Graph #Database #Tutorial #survey

*?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