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Repost from Bioinformatics
📃 Temporal network analysis in systems biology: concepts, inference, and validation
📕 Journal: Frontiers in Bioinformatics (I.F.=3.6)
🗓Publish year: 2026
🧑💻Authors: Abir Khazaal, Fatemeh Vafaee
🏢University: University of New South Wales, Sydney, Australia
📎 Study the paper
📲Channel: @Bioinformatics
#review #temporal #systems_biology
| 2 |  📄 A Survey of Large Language Models for Data Challenges in Graphs
📕 Journal: Expert Systems with Applications (I.F.=7.5)
🗓Publish year: 2026
🧑💻Authors: Mengran Li, Pengyu Zhang, Wenbin Xing, ...
🏢University: Shenzhen Campus of Sun Yat-sen University & Chang’an University, China - University of Amsterdam, Amsterdam, Netherlands - Aarhus University, Denmark
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📲Channel: @Bioinformatics
#review #llm | 410 |
| 3 | 📹 Real-World Network Analysis: From Theory to Practice
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #example | 486 |
| 4 |  📖 A Survey of Graph-Based Frameworks (Representing Higher-Order Networks)
💥Free Book
🗓Publish year: 2026
🧑💻Authors: Takaaki Fujita and Florentin Smarandache
🏢University: University of New Mexico, USA
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⚡️Channel: @ComplexNetworkAnalysis
#book #framework #graph | 590 |
| 5 |  📃 Multilayer network science: theory, methods, and applications
📔 Journal: Journal of Complex Networks (I.F.=1.5)
🗓 Publish year: 2026
🧑💻Authors: Alberto Aleta, Andreia Sofia Teixeira, Guilherme Ferraz de Arruda, ... (17 Authors)
🏢University: University of Zaragoza, Spain - Northeastern University London & Northeastern University, United Kingdom & United States - Universidade de Lisboa, Portugal, University of Campinas, Brazil, Aix-Marseille University, France, Institute for Scientific Interchange (ISI), Italy
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #multilayer | 576 |
| 6 |  📑 Multilayer Networks in Finance: A Systematic Review
🗓 Publish year: 2026
🧑💻Authors: J Scattergood & T Oléron-Evans
🏢University: University College London, England
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⚡️Channel: @ComplexNetworkAnalysis
#review #multi_layer #finance | 580 |
| 7 |  📄 Graph Learning in Bioinformatics: A Survey of Graph Neural Network Architectures, Biological Graph Construction and Bioinformatics Applications
📘 Journal: Biomolecules (I.F.=4.8)
🗓Publish year: 2026
🧑💻Authors: Lijia Deng, Ziyang Dong, Zhengling Yang, ...
🏢University: University of Electronic Science and Technology of China, China
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📲Channel: @Bioinformatics
#review #gnn #graph | 508 |
| 8 |  📃 A Survey on Graph Neural Networks
📙 Journal: IEEE Access (I.F.=3.6)
🗓 Publish year: 2026
🧑💻Authors: Xinyang Zhang; Shengrong Li; Haoran Li, ...
🏢Universities: Nanjing University of Aeronautics and Astronautics, China - Monash University & The University of Queensland & University of Wollongong, Australia
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⚡️Channel: @ComplexNetworkAnalysis
#review #graph_neural_network #gnn | 477 |
| 9 | 📹 AI for Complex Network Analysis and prediction
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #ai #prediction | 488 |
| 10 |  📑 Graph Learning in Bioinformatics: A Survey of Graph Neural Network Architectures, Biological Graph Construction and Bioinformatics Applications
📘 Journal: Biomolecules (I.F.=4.8)
🗓Publish year: 2026
🧑💻Authors: Lijia Deng 1ORCID,Ziyang Dong 2,Zhengling Yang, ...
🏢University: University of Electronic Science and Technology of China, China
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📲Channel: @Bioinformatics
#review #bioinformatics #gnn | 449 |
| 11 |  +5📃 Modeling of gene regulatory networks: an annotated glossary
📕 Journal: Trends in Plant Science (🔥I.F.=20.8)
🗓Publish year: 2026
🧑💻Authors: Avilash Singh Yadav, Nicholas J. Russell, Adriana I. Hernández, ...
🏢Universities: Cornell University & Louisiana State University Agricultural Center & University of Pennsylvania, USA - Max Planck Institute for Plant Breeding Research & Humboldt University of Berlin, Germany - Zhejiang University, China
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📲Channel: @Bioinformatics
#review #gene #grn | 463 |
| 12 |  📃 Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval
🗓 Publish year: 2026
🧑💻Authors: Hamed Jelodar, Samita Bai, Mohammad Meymani, ...
🏢University: University of New Brunswick, Canada
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⚡️Channel: @ComplexNetworkAnalysis
#review #llm #ai #gnn | 507 |
| 13 | 🎥 Network Analysis and Visualization
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⚡️Channel: @ComplexNetworkAnalysis
#video #visualization #tools | 0 |
| 14 |  📄 Graph data science in fungal biotechnology: Opportunities and applications
📗 Journal: Biotechnology Advances (I.F.=12.5)
🗓 Publish year: 2026
🧑💻Authors: Jui-Tse Ko, Jakob Blæsbjerg Hoof, Anne S. Meyer, ...
🏢University: Technical University of Denmark, Denmark
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⚡️Channel: @ComplexNetworkAnalysis
#review #biotechnology | 0 |
| 15 |  📃 Graph Quantum Machine Learning: A Survey
🗓 Publish year: 2026
🧑💻Authors: Georgios Drakopoulos & Phivos Mylonas
🏢University: ICE Department, University of West Attica, Hellas
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⚡️Channel: @ComplexNetworkAnalysis
#review #quantum | 0 |
| 16 |  📑 A survey of blockchain-based solutions for secure social networks
📔 Journal: Scientific African (I.F.=3.3)
🗓 Publish year: 2026
🧑💻Authors: Fatima Anter, Fatna El Mendili, Nabil Benamar, ...
🏢University: Moulay Ismail University & Sidi Mohamed Ben Abdellah University, Morocco
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⚡️Channel: @ComplexNetworkAnalysis
#review #security #blockchain | 0 |
