Network Analysis Resources & Updates

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Machine Learning in Complex Networks 👇👇👇👇👇

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📄A Machine Learning Based Framework for Identifying Influential Nodes in Complex Networks 📘Journal: IEEE Access (3.367) 🗓Publish year: 2020 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄Complex Network Analysis for Knowledge Management and Organizational Intelligence 📘Journal: Journal of the Knowledge Economy (1.964) 🗓Publish year: 2018 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄Using Complex Networks to improve Machine Learning methods 💥Technical paper 🌐 Study 📲Channel: @ComplexNetworkAnalysis #paper

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📄A COMPARISON OF GRAPH THEORY AND SOCIAL MEDIA NETWORK 📘Journal: International Journal of Current Advanced Research (5.438) 🗓Publish year: 2018 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄Graph methods for social network analysis 📘Conference: 2nd EAI International Conference on Nature of Computation and Communication - ICTCC 2016 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄Graph methods for social network analysis 📘Journal: energies (3.004) 🗓Publish year: 2015 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄Complex Networks: from Graph Theory to Biology 📘Journal : Letters in Mathematical Physics(I.F=1.385 ) 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper

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📄Social Network Analysis and Mining: Privacy and Security on Twitter 📘Conference: IEEE Annual Computing and Communication Workshop and Conference (CCWC) 🗓Publish year: 2020 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Security #Twitter

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📄A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning 📘Journal: IEEE Transactions on Knowledge and Data Engineering (I.F=9.235) 🗓Publish year: 2021 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Community #survey

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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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Repost from Bioinformatics

🎞 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