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📄Complex brain networks: graph theoretical analysis of structural and functional systems
📘Journal: Nature Reviews Neuroscience(I.F=34.87)
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Review #brain
📄The relation between structural and functional connectivity patterns in complex brain networks
📘Journal: International Journal of Psychophysiology (I.F=2.882)
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper
🎞 Introduction to Brain Network Analysis
💥Free recorded Lecture by Dr. Johann D. Kruschwitz.
💥Graph Theoretical Modelling of Brain Connectivity.
📽 Watch: part1 part2
📲Channel: @ComplexNetworkAnalysis
#video #Lecture #Brain
📄Navigation of brain networks
📘Journal: Biological Sciences
(I.F=6.58)
🗓Publish year: 2019
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #brain
🎞 Network Neuroscience: Mapping and Modeling Complex Brain Networks (Dr. Olaf Sporns)
💥Free recorded workshop by Dr. Olaf Sporns, University of Indiana, Bloomington.
💥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 “big 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.
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Brain #workshop
📄Introduction to the modeling
and analysis of complex systems: a review
📘Journal: COMPLEX ADAPT SYST MODEL
🗓Publish year: 2016
📎 Study Book Review
📱Channel: @ComplexNetworkAnalysis
#paper #review
📄A review of “Random graphs and complex networks” by Hofstad
📘Journal: Complex Adaptive Systems Modeling
🗓Publish year: 2017
📎 Study Book Review
📱Channel: @ComplexNetworkAnalysis
#paper #review
📄Community Detection in Complex Networks: A Survey on Local Approaches
📘Conference: Asian Conference on Intelligent Information and Database Systems
🗓Publish year: 2021
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
📄Network stiffness: A new topological property in complex networks
📘Journal: PLOS ONE (I.F=3.752)
🗓Publish year: 2019
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #topology
📄NetworKit: A tool suite for large-scale complex network analysis
📘Journal: Network Science
🗓Publish year: 2016
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #tool
🎞 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
📄Clustering Coefficients for Correlation Networks
📘Journal: Frontiers in Neuroinformatics (I.F=4.757)
🗓Publish year: 2018
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📄Taxonomies of networks from community structure
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📄Metrics for graph comparison: A practitioner’s guide
📘Journal: PLoS ONE (I.F=3.24)
🗓Publish year: 2020
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📄Cut Based Method for Comparing Complex Networks
📘Journal: Scientific Reports (I.F=4.379 )
🗓Publish year: 2018
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
🎞 Social network analysis: Considerations for data collection and analysis
💥Free recorded tutorial.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #tutorial
📄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
📄A Survey on Studying the Social Networks of Students
📘Journal: Computer Science
🗓Publish year: 2019
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
🎞 Webinar: Social Network Analysis: Getting and Marshalling Data
💥Free recorded webinar.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #webinar
📄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
