📄Getting started with graph analysis in Python with pandas and networkx
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Python #code
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Python #code
Medium
Getting started with graph analysis in Python with pandas and networkx
Graph analysis is not a new branch of data science, yet is not the usual “go-to” method data scientists apply today. However there are some…
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📃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
🗓 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
👍3
🎓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
📕Master Degree Thesis by Antonella Cardillo form POLITECNICO DI TORINO
🗓Publish year: 2024
📎 Study thesis
📲Channel: @ComplexNetworkAnalysis
#thesis #Graph #machine_learning #Data_Science
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📄Network Analysis Visualization
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Python #code #Visualization
💥Technical Paper
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📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Python #code #Visualization
Kaggle
Network Analysis Visualization
Explore and run machine learning code with Kaggle Notebooks | Using data from Village Relationships
👍4
🎞 Social Networks and Health 2024
💥Free recorded tutorial on social network
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Health
💥Free recorded tutorial on social network
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Health
YouTube
Social Networks and Health 2024 -- Day 3
Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
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📃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
🗓 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
👍3
📃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
🗓 Publish year: 2024
🧑💻Authors: Bin Wu, Sifu Luo and C. Steve Suh
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Propagation_Models #Deterministic #Deep_learning #review
🔥2
📃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
🗓 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
👍1
📄Graph visualization: an in-depth guide
💥Technical paper from Cambridge Intelligence
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📲Channel: @ComplexNetworkAnalysis
#visualization
💥Technical paper from Cambridge Intelligence
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📲Channel: @ComplexNetworkAnalysis
#visualization
📄How Graph Neural Networks Facilitate Social Network Analysis
💥Technical Paper
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📲Channel: @ComplexNetworkAnalysis
#paper #Graph #GNN
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #GNN
UniAthena
How Graph Neural Networks Facilitate Social Network Analysis | UniAthena
Ever logged into Facebook to see a friend recommendation, and vaguely recognise the name – it's your old friend from school! You haven't talked to them in ages, but here they are, popping up on your feed. How is it possible?This is thanks to a powerful technology…
📃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
🗓 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
📃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
🗓 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
👍1
A survey of data efficient graph learning .pdf
225.1 KB
📃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
🗓 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
📃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
🗓 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
❤1
📹Exploring Instagram’s Top 100 Influencers with Gephi: Social Network Analysis & Community Mapping
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #gephi #instagram
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #gephi #instagram
YouTube
Exploring Instagram’s Top 100 Influencers with Gephi: Social Network Analysis & Community Mapping
In this video, I demonstrate how to analyze and visualize social network data from Instagram's top 100 accounts using Gephi. We walk through the process of collecting follow data, formatting it for visualization, and identifying communities within the network.…
Self-Supervised Temporal Graph Learning .pdf
928 KB
📃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
🗓 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
❤2
🎞 An Introduction to Graph Neural Networks: Models and Applications
💥Free Recorded Lecture on Applications of Graph Neural Networks.
🔹Graph Neural Networks (GNN) are a general class of networks that work over graphs. By representing a problem as a graph — encoding the information of individual elements as nodes and their relationships as edges — GNNs learn to capture patterns within the graph. These networks have been successfully used in applications such as chemistry and program analysis. In this introductory talk, I will do a deep dive in the neural message-passing GNNs, and show how to create a simple GNN implementation.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #GNN #Application
💥Free Recorded Lecture on Applications of Graph Neural Networks.
🔹Graph Neural Networks (GNN) are a general class of networks that work over graphs. By representing a problem as a graph — encoding the information of individual elements as nodes and their relationships as edges — GNNs learn to capture patterns within the graph. These networks have been successfully used in applications such as chemistry and program analysis. In this introductory talk, I will do a deep dive in the neural message-passing GNNs, and show how to create a simple GNN implementation.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #GNN #Application
YouTube
An Introduction to Graph Neural Networks: Models and Applications
MSR Cambridge, AI Residency Advanced Lecture Series
An Introduction to Graph Neural Networks: Models and Applications
Got it now: "Graph Neural Networks (GNN) are a general class of networks that work over graphs. By representing a problem as a graph — encoding…
An Introduction to Graph Neural Networks: Models and Applications
Got it now: "Graph Neural Networks (GNN) are a general class of networks that work over graphs. By representing a problem as a graph — encoding…
👍1
📄3D Clustering with Graph Theory: The Complete Guide with Python
💥 Technical paper
📎 Study paper
⚡️Channel: @ComplexNetworkAnalysis
#clustering #python
💥 Technical paper
📎 Study paper
⚡️Channel: @ComplexNetworkAnalysis
#clustering #python
Towards Data Science
Your home for data science and AI. The world’s leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.
🎞 Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities
💥Temporal Graph Learning Reading Group
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #GNN #Temporal #Challenges #Opportunities
💥Temporal Graph Learning Reading Group
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #GNN #Temporal #Challenges #Opportunities
YouTube
Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities
Temporal Graph Learning Reading Group
Paper: "Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities"
Speaker: Veronica Lachi
Date: Feb. 29, 2024
Paper: "Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities"
Speaker: Veronica Lachi
Date: Feb. 29, 2024