Network Analysis Resources & Updates
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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
📄Graph Comparison Based on Adjacency Function Matrix
🗓Publish year: 2022
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📄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
📄A Review of the Research Progress of Social Network Structure
📘Journal: Complexity
🗓Publish year: 2021
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #review
📄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
+1📄Graph measures and network robustness
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📄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
📄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
📄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
📄Biological network comparison using graphlet degree distribution
📘Journal: bioinformatics (I.F=6.937)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
🎞 Introduction to Data Science - NetworkX Tutorial
💥Free recorded tutorial.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #tutorial
📄Study on centrality measures in social networks: a survey
📘Journal: Social Network Analysis and Mining
🗓Publish year: 2018
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey #centrality
📄Counting Graphlets: Space vs Time
📘Conferences : Proceedings of the Tenth ACM International Conference on Web Search and Data Mining
🗓Publish year: 2017
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
👨🎓Postdoctoral / Junior Scientist position in complex networks and information theory
(Institute of Computer Science, Czech Academy of Sciences)
💥A postdoc or junior scientist position is available to join the Complex Networks and Brain Dynamics group for the project: “Network modelling of complex systems: from correlation graphs to information hypergraphs“ funded by the Czech Science Foundation.
ℹ️ How to apply
📲Channel: @ComplexNetworkAnalysis
#apply #postdoc
📄A survey of Big Data dimensions vs Social Networks analysis
📘Journal:Journal of Intelligent Information Systems(I.F=1.888)
🗓Publish year: 2020
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
📄Social Network Analysis: A Survey on Measure, Structure, Language Information Analysis, Privacy, and Applications
📘Journal: ACM Transactions on Asian and Low-Resource Language Information Processing
🗓Publish year: 2022
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey #application
📄Survey on Social Networks Data Analysis
📘Conference: International Conference on Innovations for Community Services
🗓Publish year: 2019
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
🎞 Node centrality and ranking on networks
💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov.
💥Node centrality metrics, degree centrality, closeness centrality, betweenness centrality, eigenvector centrality. Katz status index. Directed graphs. PageRank, Perron-Frobenius theorem and algorithm convergence. Power iterations. Hubs and Authorites. HITS algorithm.
📽 Watch
📑 Lecture
📲Channel: @ComplexNetworkAnalysis
#video #Lecture #centrality
📄Python Interactive Network Visualization Using NetworkX, Plotly, and Dash
💥 Technical paper
🗓Publish year: 2019
📎Study
📲Channel: @ComplexNetworkAnalysis
#paper #python #code
📄A Survey on Machine Learning Methodologies in Social Network Analysis
📘Conference: 2020 8th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)
🗓Publish year: 2020
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
