Network Analysis Resources & Updates

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📄Social Network Analysis of trends in the consumer electronics domain 📘Conference: IEEE International Conference on Consumer Electronics (ICCE) 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄Comparing Network Centrality Measures as Tools for Identifying Key Concepts in Complex Networks: A Case of Wikipedia 📘Journal: Journal of Digital Information Management 🗓Publish year: 2017 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper

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🎞 Network communities. 💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov. 💥Network communities. Edge Betweenness. Newman-Girvin algorithm. Community detection algorithms. Overlapping communities. Clique percolation method. Heuristic methods. Fast community unfolding. Random walk based methods. Walktrap. 📽 Watch 📑 Lecture 📲Channel: @ComplexNetworkAnalysis #video #Lecture

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📄Epilepsy Detection from EEG using Complex Network Techniques: A Review 📘Journal: IEEE Reviews in Biomedical Engineering (I.F=7.91) 🗓Publish year: 2021 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper

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🎞 Protein Protein Interaction Network Analysis in Practice 💥Free recorded webinar from EBI 📽 Watch 📲Channel: @Bioinformatics

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📄Cascading failures in complex networks 📘Journal: Complex Networks (I.F=1.492) 🗓Publish year: 2020 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #failures

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📄Social network analysis perspectives on bilateral scholarship aid flows 📘Journal: unesco 🗓Publish year: 2021 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #scholarship

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📄Graph Vulnerability and Robustness: A Survey 📘Journal: IEEE Transactions on Knowledge and Data Engineering (I.F=9.235) 🗓Publish year: 2021 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Vulnerability #Robustness #survey

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📄Graph theory methods: applications in brain networks 📘Journal: Dialogues in Clinical Neuroscience 🗓Publish year: 2022 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #applications #brain

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📄Graph Metrics for Network Robustness—A Survey 📘Journal: Mathematics (I.F=2.592) 🗓Publish year: 2021 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Robustness #survey

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📄Community Discovery in Dynamic Networks: a Survey 📘Journal: ACM Computing Surveys (I.F=10.282) 🗓Publish year: 2017 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Community #survey

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📄A paradigm shift in medicine: A comprehensive review of network-based approaches 📘Journal: Biochimica et Biophysica Acta (BBA) - Gene Regulatory Mechanisms (I.F=6.304 ) 🗓Publish year: 2020 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #medicine #review

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📄A Survey on Hyperlink Prediction 🗓Publish year: 2022 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper #Survey #linkPrediction

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🎞 Graph partitioning. 💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov. 💥Graph density. Graph pertitioning. Min cut, ratio cut, normalized and quotient cuts metrics. Spectral graph partitioning (normalized cut). Direct (spectral) modularity maximization. Multilevel recursive partitioning 📽 Watch 📑 Lecture 📲Channel: @ComplexNetworkAnalysis #video #Lecture

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📄Global e-waste trade network analysis 📘Journal: Resources, Conservation and Recycling (I.F=10.204) 🗓Publish year: 2020 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper #trade

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📄A complex network approach to clinical science 📘Journal: European Journal of Clinical Investigation (I.F=5.772) 🗓Publish year: 2018 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper #ClinicalScience

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📄Network analysis of international trade in plastic scrap 📘Journal: Sustainable Production and Consumption (I.F=5.032) 🗓Publish year: 2020 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper #trade

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📄Complex network analysis of time series 📘Journal: Frontiers of Physics (I.F=3.563) 🗓Publish year: 2016 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper #TimeSeries

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📄A reduced model for complex network analysis of public transportation systems 📘Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.263) 🗓Publish year: 2021 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper #publicTransportationSystems