Network Analysis Resources & Updates – Telegram
Network Analysis Resources & Updates
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📄In-depth survey: deep learning in recommender systems—exploring prediction and ranking models, datasets, feature analysis, and emerging trends

📘 Journal: Neural Computing and Applications
🗓
Publish year: 2025

🧑‍💻Authors: Shivangi Gheewala, Shuxiang Xu & Soonja Yeom
🏢University: University of Tasmania - Launceston Campus, Australia

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #recommender_system #deep_learning
📑 Critical Nodes Identification in Complex Networks: A Survey

🗓
Publish year: 2025

🧑‍💻Authors: Duxin Chen, Jiawen Chen, Xiaoyu Zhang,...
🏢University: Southeast University & University of Science and Technology of China, China

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#reviw #critical_node
👍4
📚 Graph Learning
💥Booklet

🗓Publish year: 2025

🧑‍💻
Authors: Feng Xia, Ciyuan Peng, Jing Ren, ...
🏢Universities: Federation University Australia & RMIT Universit, Australia - Jilin University & Dalian University of Technology, China

🌐 Study

⚡️Channel: @ComplexNetworkAnalysis
#book #booklet #graph #learning
👍3
📃 Graph-based Fake Account Detection: A Survey

🗓
Publish year: 2025

🧑‍💻Authors: Ali Safarpoor Dehkordi & AhadN.Zehmakan
🏢University: The Australian National University, Australia

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#reviw #fake_account
🔥1
📄Introduction to correlation networks: Interdisciplinary approaches beyond thresholding

🗓
Publish year: 2025

🧑‍💻Authors: Naoki Masuda, Zachary M. Boyd, Diego Garlaschelli,...
🏢University: State University of New York at Buffalo & Brigham Young University & Dartmouth College, USA - Leiden University, The Netherlands

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#reviw #correlation
2👍2
📃 A Systematic Taxonomy of Neural Network Architectures: Principles, Trade-offs, and Future
Directions

🗓 Publish year: 2025

🧑‍💻Authors: Sowad Rahman, Raisha Rafa
🏢Universities: BRAC University & University of Dhaka, Bangladesh

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #gnn
👍41
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