Network Analysis Resources & Updates
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Network Analysis Resources & Updates
3.07K subscribers
Network Analysis Resources & Updates
📄A review of graph neural networks: concepts, architectures, techniques, challenges, datasets, applications, and future directions

📘 Journal: J BIG DATA-GER (I.F= 8.1)
🗓Publish year: 2024

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #architectures #applications #future #review
👍3
791 views
Network Analysis Resources & Updates
📄Advancing Biomedicine with Graph Representation Learning: Recent Progress, Challenges, and Future Directions

🗓Publish year: 2023

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Biomedicine #GRL
🔥2👍1
842 views
Network Analysis Resources & Updates
📄A Survey on Hypergraph Mining: Patterns, Tools, and
Generators

🗓Publish year: 2024

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Hypergraph #Patterns #Tools #Generators #Survey
👍2
819 views
Network Analysis Resources & Updates
📄Network embedding: Taxonomies, frameworks and applications

📘 Journal: Computer Science Review (I.F= 12.9)
🗓Publish year: 2020

👩‍🎓Authors: Mingliang Hou (Dalian University of Technology), Jing Ren (Dalian University of Technology), Da Zhang (University of Miami), Xiangjie Kong (Zhejiang University of Technology), Dongyu Zhang (Dalian University of Technology), Feng Xia (Federation University Australia)

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #embedding #Taxonomies #frameworks #applications
👍1
865 views
Network Analysis Resources & Updates
📃 A Review of Link Prediction Applications in Network Biology

🗓 Publish year: 2023
🧑‍💻Authors: Ahmad F. Al Musawi, Satyaki Roy, Preetam Ghosh
🏢Universities: Virginia Commonwealth University, University of Alabama in Huntsville

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#review #Network_Biology #Link_Prediction
👍5❤3👏1
5.37K views
Network Analysis Resources & Updates
📹 Graph Embedding For Machine Learning in Python

💥In this video, you will learn how to embed graphs into n-dimensional space to use them for machine learning.

🎞 Watch

📲Channel: @ComplexNetworkAnalysis
#video #Graph_Embedding #Machine_Learning
YouTube
Graph Embedding For Machine Learning in Python
In this video, we learn how to embed graphs into n-dimensional space to use them for machine learning.

DeepWalk Paper: https://arxiv.org/abs/1403.6652

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📚 Programming Books & Merch 📚
🐍 The Python Bible Book: https://www.neuralnine.com/books/…
👍5
1.85K viewsedited  
Network Analysis Resources & Updates
📃 Graph Neural Network: A Comprehensive Review on Non-Euclidean Space

📔 Journal: IEEE ACCESS (I.F.=3.9)
🗓 Publish year: 2021

🧑‍💻Authors: Nurul A. Asif, Yeahia Sarker, Ripon K. Chakrabortty, Michael J. Ryan, Md. Hafiz Ahamed, Dip K. Saha, Faisal R. Badal, Sajal K. Das, Md. Firoz Ali, Sumaya I. Moyeen, Md. Robiul Islam, Zinat Tasneem
🏢Universities: Rajshahi University of Engineering & Technology, University of New South Wales (UNSW) at Canberra

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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Non_Euclidean #review
👍4
870 viewsedited  
Network Analysis Resources & Updates
Forwarded from Bioinformatics
📄 A comprehensive review on knowledge graphs for complex diseases

📘 Journal: Briefings in Bioinformatics (I.F.=9.5)
🗓 Publish year: 2023

🧑‍💻Authors: Yang Yang, Yuwei Lu, Wenying Yan
🏢University: Soochow University, Suzhou, China

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📲Channel: @Bioinformatics
#review #knowledge_graph #diease
👍2
876 views
Network Analysis Resources & Updates
📄An Interactive Visualisation for Your Graph Neural Network Explanations

💥Technical paper

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #Graph #Visualisation #Graph_Neural_Network
Medium
An Interactive Visualisation for your Graph Neural Network Explanations
A step-by-step guide on how to build one in five easy steps, with code already written for you.
👍3
956 viewsedited  
Network Analysis Resources & Updates
📄 A systematic literature review of methods and datasets for anomaly-based network intrusion detection

📘 Journal: Computers & Security (I.F=5.6)
🗓 Publish year: 2022

🧑‍💻Authors: Zhen Yang , Xiaodong Liu, Tong Li, Di Wu, Jinjiang Wang, Yunwei Zhao, Han Han
🏢University: Beijing University of Technology, Beijing, China

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📱Channel: @ComplexNetworkAnalysis
#paper #anomaly #intrusion #review
👍2
1.25K views
Network Analysis Resources & Updates
📃 A systematic literature review of knowledge graph construction and application in education

📘 Journal: Heliyon (I.F=4)
🗓 Publish year: 2023

🧑‍💻Authors: Bilal Abu-Salih , Salihah Alotaibi
🏢Universities: The University of Jordan, Imam Mohammad Ibn Saud Islamic University (IMSIU),

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📲Channel: @ComplexNetworkAnalysis
#review #knowledge_graph #education #review
👍5
970 viewsedited  
Network Analysis Resources & Updates
📃 A Comprehensive Survey on Graph Summarization with Graph Neural Networks

📘 Journal: IEEE Transactions on Artificial Intelligence
🗓 Publish year: 2024

🧑‍💻Authors: Nasrin Shabani , Jia Wu, Amin Beheshti, Quan Z. Sheng, Jin Foo, Venus Haghighi, Ambreen Hanif, Maryam Shahabikargar
🏢University: Macquarie University, NSW, Australia

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📱Channel: @ComplexNetworkAnalysis
#paper #Graph_Summarization #GNN #Survey
👍3
1.34K views
Network Analysis Resources & Updates
📃 Integrating sentiment analysis with graph neural networks for enhanced stock prediction: A comprehensive survey

📘 Journal: Decision Analytics Journal
🗓 Publish year: 2024

🧑‍💻Authors: Nabanita Das, Bikash Sadhukhan, Rajdeep Chatterjee, Satyajit Chakrabarti
🏢University: University of Engineering & Management, Kolkata-700160, India

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📱Channel: @ComplexNetworkAnalysis
#paper #Integrating #sentiment #GNN #stock #prediction #survey
👍3❤1
1.39K views
Network Analysis Resources & Updates
📃 Drug-drug interactions prediction based on deep learning and knowledge graph: a review

📘 Journal: iScience (I.F=6.107)
🗓 Publish year: 2024

🧑‍💻Authors: Huimin Luo, Weijie Yin, Jianlin Wang, Wenjuan Liang, Junwei Luo, Chaokun Yan
🏢University: Henan University, Kaifeng, China, Henan Polytechnic University, Jiaozuo, China

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📱Channel: @ComplexNetworkAnalysis
#paper #Drug #prediction #Deep_learning #knowledge_graph #review
👍1
1.35K viewsedited  
Network Analysis Resources & Updates
📃 Graph Condensation: A Survey

🗓 Publish year: 2024

🧑‍💻Authors: Xinyi Gao, Junliang Yu, Wei Jiang, Tong Chen, Wentao Zhang, Hongzhi Yin
🏢Universities: The University of Queensland, Brisbane, Australia and Peking University, Beijing, China

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📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Condensation #Survey
👍1
1.14K views
Network Analysis Resources & Updates
Forwarded from Bioinformatics
📄Application of Multilayer Network Models in Bioinformatics

📗 Journal: Oral Diseases (I.F.=3.7)
🗓 Publish year: 2023

🧑‍💻Authors: Yuanyuan Lv, Shan Huang, Tianjiao Zhang. Bo Gao
🏢Universities: Hainan Normal University, Haikou, China - Northeast Forestry University, Harbin, China

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📲Channel: @Bioinformatics
#review #multilayer #network
👍5
779 views
Network Analysis Resources & Updates
📄Make interactive network graphs

💥Technical Paper

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #Graph #Visualisation #Charts
Flourish
Make interactive network graphs without coding
Make an interactive network graph for free with Flourish. Animated node links make this chart type great for displaying connections and relationships.
👍3🔥1
1.33K views
Network Analysis Resources & Updates
📄Network Graphs in Python

💥Technical Paper

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #Graph #code #python #Visualisation
Plotly
Network
Detailed examples of Network Graphs including changing color, size, log axes, and more in Python.
👍3❤1🔥1
1.1K viewsedited