Network Analysis Resources & Updates – Telegram
Network Analysis Resources & Updates
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🎓 Modeling biomedical data with graph machine learning

📕PhD thesis from Technische Universität München (TUM), Germany

🗓Publish year: 2025

📎 Study thesis

⚡️Channel: @ComplexNetworkAnalysis
#thesis #biomedical #machine_learning
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📃 Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications

🗓 Publish year: 2025

🧑‍💻Author: Guangxin Su, Hanchen Wang, Jianwei Wang, ...
🏢University: The University of New South Wales - The University of Technology Sydney, Australia & Duke University, USA

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #llm
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📑 LLMs for Social Network Analysis: Mapping Relationships from Unstructured Survey Response

📗 Journal: Applied Sciences (I.F.=2.5)
🗓Publish year: 2026

🧑‍💻Authors: Ana Meštrović, Slobodan Beliga, Dino Pitoski
🏢University: University of Rijeka, Croatia

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #llm #chatgpt
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📃 LLM-empowered knowledge graph construction: A survey

🗓Publish year: 2025

🧑‍💻Authors: Haonan Bian
🏢University: Xidian University, China

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #llm #knowledge_graph
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📄 Network renormalization

📓 Journal: Nature reviews physics (🔥I.F.=39.5)
🗓
Publish year: 2025

🧑‍💻Authors: Andrea Gabrielli, Diego Garlaschelli, Subodh P. Patil, ...
🏢Universities: Universit`a degli Studi ‘Roma Tre’ & Istituto dei Sistemi Complessi (ISC), Italy - University of Leiden, The Netherlands - Universitat de Barcelona Institute of Complex Systems (UBICS), Spain

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #normalization
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Forwarded from Bioinformatics
📄 A comprehensive survey of gene co-expression network analysis: methods, tools, challenges, and future directions

📔 Journal: Network Modeling Analysis in Health Informatics and Bioinformatics (I.F.=2)
🗓Publish year: 2025

🧑‍💻Authors: Pallabi Patowary, Dhruba K. Bhattacharyya & Jugal Kumar Kalita
🏢Universities: Golaghat Engineering College & Tezpur University, India - University of Colorado, USA

📎 Study the paper

📲Channel: @Bioinformatics
#review #co_expression #gene
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