Network Analysis Resources & Updates
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2020-Global e-waste trade network analysis.pdf
2.4 MB
πŸ“„Global e-waste trade network analysis

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Journal: Resources, Conservation and Recycling (I.F=10.204)

πŸ—“Publish year: 2020

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #trade
🎞 Graph partitioning.

πŸ’₯Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov.

πŸ’₯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

πŸ“½ Watch

πŸ“‘ Lecture

πŸ“²Channel: @ComplexNetworkAnalysis

#video #Lecture
πŸ“„A Survey on Hyperlink Prediction

πŸ—“Publish year: 2022

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Survey #linkPrediction
2020_A_paradigm_shift_in_medicine_A_comprehensive_review_of_network.pdf
1.3 MB
πŸ“„A paradigm shift in medicine: A comprehensive review of network-based approaches

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Journal: Biochimica et Biophysica Acta (BBA) - Gene Regulatory Mechanisms (I.F=6.304 )

πŸ—“Publish year: 2020

πŸ“Ž Study paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #medicine #review
πŸ“„Community Discovery in Dynamic Networks: a Survey

πŸ“˜
Journal: ACM Computing Surveys (I.F=10.282)

πŸ—“Publish year: 2017

πŸ“Ž Study paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Community #survey
πŸ‘1
πŸ“„Graph Metrics for Network Robustnessβ€”A Survey

πŸ“˜
Journal: Mathematics (I.F=2.592)

πŸ—“Publish year: 2021

πŸ“Ž Study paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Robustness #survey
πŸ“„Graph theory methods: applications in brain networks

πŸ“˜
Journal: Dialogues in Clinical Neuroscience

πŸ—“Publish year: 2022

πŸ“Ž Study paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #applications #brain
πŸ“„Graph Vulnerability and Robustness: A Survey

πŸ“˜
Journal: IEEE Transactions on Knowledge and Data Engineering (I.F=9.235)

πŸ—“Publish year: 2021

πŸ“Ž Study paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Vulnerability #Robustness #survey
πŸ“„Social network analysis perspectives on bilateral scholarship aid flows

πŸ“˜
Journal: unesco

πŸ—“Publish year: 2021

πŸ“Ž Study paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #scholarship
πŸ“„Cascading failures in complex networks

πŸ“˜
Journal: Complex Networks (I.F=1.492)

πŸ—“Publish year: 2020

πŸ“Ž Study paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #failures
2021_Epilepsy_Detection_from_EEG_using_Complex_Network_Techniques.pdf
1.2 MB
πŸ“„Epilepsy Detection from EEG using Complex Network Techniques: A Review

πŸ“˜
Journal: IEEE Reviews in Biomedical Engineering (I.F=7.91)

πŸ—“Publish year: 2021

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper
🎞 Network communities.

πŸ’₯Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov.

πŸ’₯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.

πŸ“½ Watch

πŸ“‘ Lecture

πŸ“²Channel: @ComplexNetworkAnalysis

#video #Lecture
πŸ“„Comparing Network Centrality Measures as Tools for Identifying Key Concepts in Complex Networks: A Case of Wikipedia

πŸ“˜
Journal: Journal of Digital Information Management

πŸ—“Publish year: 2017

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πŸ“²Channel: @ComplexNetworkAnalysis
#paper
πŸ“„A Critical Review of Robustness in Power Grids Using Complex Networks Concepts

πŸ“˜
Journal: energies (3.004)

πŸ—“Publish year: 2015

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πŸ“²Channel: @ComplexNetworkAnalysis
#paper
Social_Network_Analysis_of_trends_in_the_consumer_electronics_domain.pdf
145.8 KB
πŸ“„Social Network Analysis of trends in the consumer electronics domain

πŸ“˜Conference: IEEE International Conference on Consumer Electronics (ICCE)

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πŸ“²Channel: @ComplexNetworkAnalysis
#paper
πŸ“„A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning

πŸ“˜
Journal: IEEE Transactions on Knowledge and Data Engineering (I.F=9.235)

πŸ—“Publish year: 2021

πŸ“Ž Study paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Community #survey
2020_Social Network Analysis and Mining Privacy and.pdf
6 MB
πŸ“„Social Network Analysis and Mining: Privacy and Security on Twitter

πŸ“˜
Conference: IEEE Annual Computing and Communication Workshop and Conference (CCWC)

πŸ—“Publish year: 2020

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πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Security #Twitter
Complex Networks from Graph Theory to Biology.pdf
383.5 KB
πŸ“„Complex Networks: from Graph Theory to Biology

πŸ“˜Journal : Letters in Mathematical Physics(I.F=1.385 )

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πŸ“²Channel: @ComplexNetworkAnalysis
#paper
πŸ“„Graph methods for social network analysis

πŸ“˜
Conference: 2nd EAI International Conference on Nature of Computation and Communication - ICTCC 2016

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper