Network Analysis Resources & Updates

📽 Introduction to Graph Theory: A Computer Science Perspective 📹 Watch ⚡️Channel: @ComplexNetworkAnalysis #video #basics

📃An Overview of Heterogeneous Social Network Analysis 🗓 Publish year: 2025 📘Journal: WIREs Data Mining and Knowledge Discovery (I.F=11.7 ) 🧑‍💻Authors: Deepti Singh, Ankita Verma 🏢Universities: Jaypee Institute of Information Technology (Deemed University), Noida, Uttar Pradesh, India 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Heterogeneous

🎥 Practical Trends in Graph & AI 🎞 Watch ⚡️Channel: @ComplexNetworkAnalysis

📄 Network analysis used to investigate the symptoms of cancer patients during chemotherapy: a scoping review 🗓 Publish year: 2025 📘Journal: Discover Oncology (I.F. = 2.9) 🧑‍💻Authors: Xiaodan Shao, Na Wang, Ke Tang, Kunning Wang,... 🏢Universities: University of South China & Hengyang Medical School, University of South China, China 📎 Study paper ⚡️Channel: @ComplexNetworkAnalysis #review #cancer #chemotherapy

📃 Graph Attention Networks: A Comprehensive Review of Methods and Applications 🗓 Publish year: 2025 📓Journal: Future Internet (I.F. = 3.6) 🧑‍💻Authors: Aristidis G. Vrahatis,Konstantinos Lazaros & Sotiris Kotsiantis 🏢Universities: Ionian University & University of Patras, Greece 📎 Study paper ⚡️Channel: @ComplexNetworkAnalysis #review #attention

📹 Spectral Graph Theory For Dummies 🎞 Watch ⚡️Channel: @ComplexNetworkAnalysis #video #spectral

📑 A Survey of Graph Neural Networks for Drug Discovery: Recent Developments and Challenges 🗓Publish year: 2025 🧑‍💻Authors: Katherine Berry and Liang Cheng 🏢University: University of Toledo, USA 📎 Study the paper 📲Channel: @Bioinformatics #review #gnn #drug

📑 Deep graph anomaly detection: A survey and new perspectives 🗓 Publish year: 2025 📗Journal: IEEE Transactions on Knowledge and Data Engineering (I.F. = 10.4) 🧑‍💻Authors: Hezhe Qiao, Hanghang Tong, Bo An, ... 🏢Universities: Singapore Management University, University of Illinois at Urbana-Champaign, Nanyang Technological University, ... 📎 Study paper ⚡️Channel: @ComplexNetworkAnalysis #review #anomaly #deep

📹 Mathematical Models of Social Connectivity: The Role of Transitivity and Clustering 🎞 Watch ⚡️Channel: @ComplexNetworkAnalysis #video #clustering_coefficeint #transitivity

📃 A Survey of Link Prediction in Temporal Networks 🗓 Publish year: 2025 🧑‍💻Authors: Jiafeng Xiong, Ahmad Zareie and Rizos Sakellariou 🏢Universities: University of Manchester & University of Sheffield, UK 📎 Study paper ⚡️Channel: @ComplexNetworkAnalysis #review #link_prediction #temporal

📄 Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking 🗓 Publish year: 2025 🧑‍💻Authors: Alireza Sadeghi, Farshid Hajati, Ahmadreza Argha, ... 🏢Universities: Clemson University, USA - University of New England & UNSW Sydney, Australia - Chinese Academy of Sciences, China. 📎 Study paper ⚡️Channel: @ComplexNetworkAnalysis #review #multimodal #biomedical #interpretable #graph_machine_learning

📑 Visibility graph analysis for educational data 🗓 Publish year: 2025 📕Journal: Scientific Reports (I.F. = 3.2) 🧑‍💻Authors: Hadis Azizi, Mohammad Sadra Amini, Sadegh Sulaimany & Aso Mafakheri 🏢University: Social and Biological Network Analysis Laboratory (SBNA), University of Kurdistan, Iran 📎 Study paper ⚡️Channel: @ComplexNetworkAnalysis #review #educational_data #visibility_graph

📹 Introduction to Graph Machine Learning: Methods and Applications 💥 Jundong Li, Associate Professor, University of Virginia 🎞 Watch ⚡️Channel: @ComplexNetworkAnalysis #video #graph_machine_learning

📃Systematic Review of Graph Neural Network for Malicious Attack Detection 🗓 Publish year: 2025 📘Journal: Information (I.F=2.9 ) 🧑‍💻Authors: Sarah Mohammed Alshehri , Sanaa Abdullah Sharaf and Rania Abdullrahman Molla 🏢Universities: King Abdulaziz University, Jeddah 21589, Saudi Arabia. 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #GNN #Malicious #Attack #review

📄 Pattern detection in bipartite networks: A review of terminology, applications, and methods 🗓 Publish year: 2024 📔Journal: PLOS Complex Systems 🧑‍💻Authors: Zachary P. Neal,Annabell Cadieux,Diego Garlaschelli,... 🏢Universities: Michigan State University & University of Vermont & Arizona State University, , USA - Halle, Germany - Leiden University, Italy 📎 Study paper ⚡️Channel: @ComplexNetworkAnalysis #review #bipartite

September 5, 2025 NodeXL Academy offers a free 90 minute virtual event to demonstrate the use of NodeXL for teaching networks and social media analysis. No coding required. If you can make a pie chart you can now make a network chart in with NodeXL. Gain quick insights into the influencers and. Market segmentation in a social media discussion stream. Automated analysis and visualizations that are published as a web based interactive dashboard. See: http://smrfoundation.org Free ebook: http://nodexl.com/shop Sample dashboard: https://app.powerbi.com/view?r=eyJrIjoiNzZlN2EwNTYtNGUwMS00NmZhLTgyOGEtNjZiZmVmOTllYzNlIiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9

📽 Graph Embedding in practice 🎞 Watch part 1 🎞 Watch part 2 ⚡️Channel: @ComplexNetworkAnalysis #video #emebdding

📃 Social network analysis in agricultural economics: progress, challenges and prospects of an integrated methodology 📗 Journal: China Agricultural Economic Review (I.F.=5.6 - Q1) 🗓 Publish year: 2025 🧑‍💻Authors: Rui Mao, Yu Gan, Xiaohua Yu 🏢University: Zhejiang University, China - University of G€ottingen, Germany 📎 Study the paper ⚡️Channel: @ComplexNetworkAnalysis #review #agriculture #economics

📢 Free Online Event – Learn NodeXL 🗓 September 5, 2025 ⏰ 90 minutes | Virtual | Free The NodeXL Academy is hosting a hands-on session to show how you can analyze networks & social media discussions — no coding needed! If you can make a pie chart, you can now make a network chart with NodeXL. ✨ What you’ll gain: - Identify influencers in any social media stream - Discover market segments & communities - Get automated analysis + interactive dashboards 📊 See it in action: 👉 Sample Dashboard: View here 📚 Free eBook: Download here 🌐 More info: smrfoundation.org ⚡️Channel: @ComplexNetworkAnalysis

📄 Community Detection in Spatial Networks - a Systematic Literature Overview 🗓 Publish year: 2025 🧑‍💻Authors: C´atia S. N. Sepetauskas, Giovanni G. Soares, Felipe O. Simoyama, ... 🏢Universities: National Institute for Space Research (INPE) & University of S˜ao Paulo (USP) & State University of Bahia (UNEB), Brazil 📎 Study the paper ⚡️Channel: @ComplexNetworkAnalysis #review #community_detection #spatial