Network Analysis Resources & Updates
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πŸ“„Cut Based Method for Comparing Complex Networks

πŸ“˜
Journal: Scientific Reports (I.F=4.379 )

πŸ—“Publish year: 2018

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper
πŸ‘1
πŸ“„Metrics for graph comparison: A practitioner’s guide

πŸ“˜
Journal: PLoS ONE (I.F=3.24)

πŸ—“Publish year: 2020

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper
πŸ“„Taxonomies of networks from community structure

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper
πŸ‘3
πŸ“„Clustering Coefficients for Correlation Networks

πŸ“˜
Journal: Frontiers in Neuroinformatics (I.F=4.757)

πŸ—“Publish year: 2018

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper
πŸ‘1
🎞 Structural properties of networks

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

πŸ’₯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.

πŸ“½ Watch

πŸ“‘ Lecture

πŸ“²Channel: @ComplexNetworkAnalysis

#video #Lecture
πŸ‘1
πŸ“„NetworKit: A tool suite for large-scale complex network analysis

πŸ“˜Journal: Network Science

πŸ—“Publish year: 2016

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #tool
πŸ“„Network stiffness: A new topological property in complex networks

πŸ“˜Journal: PLOS ONE (I.F=3.752)

πŸ—“Publish year: 2019

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #topology
πŸ‘1
πŸ“„Community Detection in Complex Networks: A Survey on Local Approaches

πŸ“˜
Conference: Asian Conference on Intelligent Information and Database Systems

πŸ—“Publish year: 2021

πŸ“Ž Study paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #survey
πŸ‘1
πŸ“„A review of β€œRandom graphs and complex networks” by Hofstad

πŸ“˜
Journal: Complex Adaptive Systems Modeling

πŸ—“Publish year: 2017

πŸ“Ž Study Book Review

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #review
πŸ“„Introduction to the modeling
and analysis of complex systems: a review

πŸ“˜
Journal: COMPLEX ADAPT SYST MODEL

πŸ—“Publish year: 2016

πŸ“Ž Study Book Review

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #review
🎞 Network Neuroscience: Mapping and Modeling Complex Brain Networks (Dr. Olaf Sporns)

πŸ’₯Free recorded workshop by Dr. Olaf Sporns, University of Indiana, Bloomington.

πŸ’₯Modern neuroscience is in the middle of a transformation, driven by the development of novel high-resolution brain mapping and recording technologies that deliver increasingly large and detailed β€œbig neuroscience data”. Network science has emerged as one of the principal approaches to model and analyze neural systems, from individual neurons to circuits and systems spanning the whole brain. A core theme of network neuroscience is the comprehensive mapping of anatomical and functional brain connectivity, also called connectomics. In this presentation I will review current themes and future directions of network neuroscience, including comparative studies of brain networks across different animal species, investigation of prominent network attributes in human brains, and use of computational models to map information flow and communication dynamics. I will argue that network neuroscience represents a promising theoretical framework for understanding the complex structure, operations and functioning of nervous systems.

πŸ“½ Watch

πŸ“²Channel: @ComplexNetworkAnalysis

#video #Brain #workshop
πŸ“„Navigation of brain networks

πŸ“˜
Journal: Biological Sciences
(I.F=6.58)

πŸ—“Publish
year: 2019

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #brain
πŸ‘1
🎞 Introduction to Brain Network Analysis

πŸ’₯Free recorded Lecture by Dr. Johann D. Kruschwitz.

πŸ’₯Graph Theoretical Modelling of Brain Connectivity.

πŸ“½ Watch: part1 part2

πŸ“²Channel: @ComplexNetworkAnalysis

#video #Lecture #Brain
πŸ“„The relation between structural and functional connectivity patterns in complex brain networks

πŸ“˜
Journal: International Journal of Psychophysiology (I.F=2.882)

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper
Complex_brain_networks_graph_theoretical_analysis_of_structural.pdf
52.1 KB
πŸ“„Complex brain networks: graph theoretical analysis of structural and functional systems

πŸ“˜
Journal: Nature Reviews Neuroscience(I.F=34.87)

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Review #brain
πŸ“„Application of Graph Theory for Identifying Connectivity Patterns in Human Brain Networks: A Systematic Review

πŸ“˜
Journal: Frontiers in Computational Neuroscience(I.F=3.41)

πŸ—“Publish year: 2019

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Review #brain
πŸ“„The influence of ageing on complex brain networks: A graph theoretical analysis

πŸ“˜
Journal: Human brain mapping (I.F=5.038)

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper
πŸ“„Social Network Analysis of COVID-19 Sentiments: Application of Artificial Intelligence

πŸ“˜
Journal: Journal of Medical Internet Research (JMIR) (I.F=7.08)

πŸ—“Publish year: 2020

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #application #covid_19
πŸ“„A comparative analysis of link removal strategies in real complex weighted networks

πŸ“˜
Journal: Scientific Reports (I.F=4.996)

πŸ—“Publish year: 2020

πŸ“Ž Study paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #comparative
2019_A_study_of_the_petroleum_trade_network_of_countries_along.pdf
1.6 MB
πŸ“„A study of the petroleum trade network of countries along β€œThe Belt and Road Initiative”

πŸ“˜
Journal: Journal of Cleaner Production (I.F=9.297)

πŸ—“Publish
year: 2019

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #trade