Network Analysis Resources & Updates
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Архив постов
📃Self-Supervised Temporal Graph Learning with Temporal and Structural Intensity Alignment
🗓 Publish year: 2024
🧑💻Authors: Meng Liu, Ke Liang, Yawei Zhao, Wenxuan Tu, Sihang Zhou، Xinbiao Gan, Xinwang Liu
🏢Universities: National University of Defense Technology
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #SelfSupervised
📹Exploring Instagram’s Top 100 Influencers with Gephi: Social Network Analysis & Community Mapping
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #gephi #instagram
📃Graph Neural Networks: A Bibliometric Mapping of the Research Landscape and Applications
🗓 Publish year: 2024
📘Journal: Information (I.F=2.4)
🧑💻Authors: Annielle Mendes Brito da Silva, Natiele Carla da Silva Ferreira, Luiza Amara Maciel Braga, Fabio Batista Mota, Victor Maricato, Luiz Anastacio Alves
🏢Universities: Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Pontifical Catholic University of Rio de Janeiro, Karolinska Institutet
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Mapping #Landscape #Applications
📃A survey of data efficient graph learning
🗓 Publish year: 2024
🧑💻Authors: Wei Ju, Siyu Yi , Yifan Wang , Qingqing Long , Junyu Luo , Zhiping Xiao , Ming Zhang
🏢Universities: Peking University, Nankai University,University of California Los Angeles
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #data #Survey
📃A survey of data efficient graph learning
🗓 Publish year: 2024
🧑💻Authors: Wei Ju, Siyu Yi , Yifan Wang , Qingqing Long , Junyu Luo , Zhiping Xiao , Ming Zhang
🏢Universities: Peking University, Nankai University,University of California Los Angeles
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #data #Survey
📃A survey of data efficient graph learning
🗓 Publish year: 2024
🧑💻Authors: Wei Ju, Siyu Yi , Yifan Wang , Qingqing Long , Junyu Luo , Zhiping Xiao , Ming Zhang
🏢Universities: Peking University, Nankai University,University of California Los Angeles
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #data #Survey
📃Research on Topological Characteristics of Spatial Network Based on Complex Network Theory and Its Applications
🗓 Publish year: 2024
📔Journal: Mathematics (I.F=2.3)
🧑💻Authors: Siqin Su, Jintao Liu,Yongqi Wang, ...
🏢Universities: Civil Aviation University of China, China
📎 Study paper
⚡️Channel: @ComplexNetworkAnalysis
#review #spatial
📃Network analysis and teaching excellence as a concept of relations
🗓 Publish year: 2024
📘Journal: Teaching in Higher Education (I.F=2.4)
🧑💻Authors: Aneta Hayes, Nick Garnett
🏢Universities: Keele University, Keele, UK.
Nottingham Trent University, Nottingham, UK.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #teaching #excellence #relations
📄How Graph Neural Networks Facilitate Social Network Analysis
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #GNN
📄Graph visualization: an in-depth guide
💥Technical paper from Cambridge Intelligence
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#visualization
📃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
+1
📃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 in R and Python
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Python #code
📄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
+1
📃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
📄Getting started with graph analysis in Python with pandas and networkx
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Python #code
🎞 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
