Network Analysis Resources & Updates

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🎞 Structural properties of networks 💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov. 💥Structural and regular equivalence. Similarity metrics. Correlation coefficient and cosine similarity. Assortative mixing and homophily. Modularity. Assortativity coefficient. Mixing by node degree. Assortative and disassortative networks. Cohesive subgroups. Graph cliques. k-cores decomposition. 📽 Watch 📑 Lecture 📲Channel: @ComplexNetworkAnalysis #video #Lecture

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📄Clustering Coefficients for Correlation Networks 📘Journal: Frontiers in Neuroinformatics (I.F=4.757) 🗓Publish year: 2018 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄Taxonomies of networks from community structure 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄Metrics for graph comparison: A practitioner’s guide 📘Journal: PLoS ONE (I.F=3.24) 🗓Publish year: 2020 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄Cut Based Method for Comparing Complex Networks 📘Journal: Scientific Reports (I.F=4.379 ) 🗓Publish year: 2018 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper

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🎞 Social network analysis: Considerations for data collection and analysis 💥Free recorded tutorial. 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video #tutorial

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📄The use of social network analysis in social support and care: a systematic scoping review protocol 📘Journal: Systematic Reviews (I.F= 3.136) 🗓Publish year: 2022 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #review #care #support

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📄A Survey on Studying the Social Networks of Students 📘Journal: Computer Science 🗓Publish year: 2019 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #survey

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🎞 Webinar: Social Network Analysis: Getting and Marshalling Data 💥Free recorded webinar. 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video #webinar

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📄Social network analysis in business and management research: A bibliometric analysis of the research trend and performance from 2001 to 2020 📘Journal: Heliyon (I.F=3.776) 🗓Publish year: 2022 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #business #management

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📄Structure and function of complex brain networks 📘Journal: Dialogues in Clinical Neuroscience (I.F=5.986) 🗓Publish year: 2022 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #brain

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📄Graph Comparison Based on Adjacency Function Matrix 🗓Publish year: 2022 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄Graph theory approaches to functional network organization in brain disorders: A critique for a brave new small-world 📘Journal: Network Neuroscience (I.F=4.07) 🗓Publish year: 2020 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄A Review of the Research Progress of Social Network Structure 📘Journal: Complexity 🗓Publish year: 2021 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #review

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📄Visibility in the topology of complex networks 📘Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.95) 🗓Publish year: 2018 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #VisibilityGraph

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📄Graph measures and network robustness 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄A Systematic Review on Social Network Analysis: Tools, Algorithms and Frameworks 📘Conference: International Conference on Computing and Big Data 🗓Publish year: 2018 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #review #Algorithms

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📄Graph theory methods: applications in brain networks 📘Journal: Dialogues in Clinical Neuroscience (I.F=5.986) 🗓Publish year: 2022 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #brain

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📄Using social network analysis to complete literature reviews: a new systematic approach for independent researchers to detect and interpret prominent research programs within large collections of relevant literature 📘Journal: International Journal of Social Research Methodology 🗓Publish year: 2019 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #review

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📄Biological network comparison using graphlet degree distribution 📘Journal: bioinformatics (I.F=6.937) 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper