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Showing posts older than #1239 · Back to latest

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Post #1238 1.25K
📹Exploring Instagram’s Top 100 Influencers with Gephi: Social Network Analysis & Community Mapping

🎞 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.…
Post #1237 1.19K
📃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
  • ❤ 1
Post #1236 1.1K
A survey of data efficient graph learning .pdf225.1 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
Post #1233 1.22K
📃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
  • 👍 1
Post #1232 830
📃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
Post #1231 877
📄How Graph Neural Networks Facilitate Social Network Analysis

💥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…
Post #1229 1.72K
📃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
  • 👍 1
Post #1228 1.17K
📃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
  • 🔥 2
Post #1226 1.38K
📃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
  • 👍 3
Post #1222 1.14K
🎓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
  • 👍 2
  • 💯 1
Post #1220 1.25K
📃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
  • 👍 3
Post #1217 1.12K

Forwarded from Bioinformatics

📃Network Modeling and Control of Dynamic Disease Pathways, Review and Perspectives

📘Journal: IEEE/ACM Transactions on Computational Biology and Bioinformatics (I.F.=3.6)
🗓Publish year: 2024

🧑‍💻Authors: Yen-Che Hsiao; Abhishek Dutta
🏢University: University of Connecticut, USA

📎 Study the paper

📲Channel: @Bioinformatics
#review #pathway #network
  • 👍 3
Post #1216 1.21K
📃Artificial Intelligence for Complex Network: Potential,
Methodology and Application

🗓 Publish year: 2024

🧑‍💻Authors: Jingtao Ding, Chang Liu, Yu Zheng, Yunke Zhang, Zihan Yu, Ruikun Li, Hongyi Chen, Jinghua Piao, Huandong Wang, Jiazhen Liu, Yong Li
🏢Universities: Tsinghua University, Beijing National Research Center for Information Science and Technology (BNRist)China

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #AI #Application
Post #1215 1.74K
📃Fake news detection: A survey of graph neural network methods

🗓 Publish year: 2023
📘Journal: Fake news detection: A survey of graph neural network methods (I.F=7.2)

🧑‍💻Authors: Huyen Trang Phan, Ngoc Thanh Nguyen, Dosam Hwang
🏢Universities: Yeungnam University, Gyeongsan, South Korea.
Nguyen Tat Thanh University, Ho Chi Minh, Vietnam.
Wroclaw University of Science and Technology, Wroclaw, Poland.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Fake_news #GNN #survey
  • 👍 2
  • ❤ 1
  • 🔥 1
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