📄Centrality Measures in Complex Networks: A Survey
🗓Publish year: 2020
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey #centrality
🗓Publish year: 2020
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey #centrality
📄Effect of network topology and node centrality on trading
📘Journal: scientific reports (I.F=4.379)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #trade #centrality
📘Journal: scientific reports (I.F=4.379)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #trade #centrality
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📄Machine Learning in Network Centrality Measures: Tutorial and Outlook
📘Journal: ACM Computing Surveys (I.F=10.282)
🗓Publish year: 2019
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #tutorial #centrality
📘Journal: ACM Computing Surveys (I.F=10.282)
🗓Publish year: 2019
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #tutorial #centrality
🎞 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
💥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
YouTube
Lecture 5. Node centrality and ranking on networks.
Network Science 2021 @ HSE
http://www.leonidzhukov.net/hse/2021/networks/
http://www.leonidzhukov.net/hse/2021/networks/
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2018_Study_on_centrality_measures_in_social_networks_a_survey.pdf
981.7 KB
📄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
📘Journal: Social Network Analysis and Mining
🗓Publish year: 2018
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey #centrality
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2018_Study_on_centrality_measures_in_social_networks_a_survey.pdf
1.2 MB
📄Study on centrality measures in social networks: a survey
📘Journal: Social Network Analysis and Mining (I.F=3.868)
🗓Publish year: 2018
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_Networks #survey #centrality
📘Journal: Social Network Analysis and Mining (I.F=3.868)
🗓Publish year: 2018
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_Networks #survey #centrality
📄A Critical Review of Centrality Measures in Social Networks
📘Journal: Business & Information Systems Engineering (I.F=4.532)
🗓Publish year: 2010
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_Networks #Review #Centrality
📘Journal: Business & Information Systems Engineering (I.F=4.532)
🗓Publish year: 2010
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_Networks #Review #Centrality
2019_Complex_networks_analysis_in_Iran_stock_market_The_application.pdf
886.4 KB
📄Complex networks analysis in Iran stock market: The application of centrality
📘Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.263)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality
📘Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.263)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality
📄Centrality Analysis Methods for Biological Networks and Their Application to Gene Regulatory Networks
📘Journal: SAGE(I.F=1.356)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality #Biological_Networks #Gene_Regulatory_Networks
📘Journal: SAGE(I.F=1.356)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality #Biological_Networks #Gene_Regulatory_Networks
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Centrality in affiliation networks.pdf
1.9 MB
📄Centrality in affiliation networks
📘Journal: Social Networks(I.F=3.406)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality
📘Journal: Social Networks(I.F=3.406)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality
Forwarded from Bioinformatics
📑A systematic survey of centrality measures for protein-protein interaction networks
📘Journal: BMC Systems Biology
🗓Publish year: 2018
📎 Study the paper
📲Channel: @Bioinformatics
#review #ppi #centrality
📘Journal: BMC Systems Biology
🗓Publish year: 2018
📎 Study the paper
📲Channel: @Bioinformatics
#review #ppi #centrality
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2019_Complex_networks_analysis_in_Iran_stock_market_The_application.pdf
886.4 KB
📄Complex networks analysis in Iran stock market: The application of centrality
📘Journal: Physica A: Statistical Mechanics and its Applications (I.F= 3.263)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality
📘Journal: Physica A: Statistical Mechanics and its Applications (I.F= 3.263)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality
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📄A Mini review of Node Centrality Metrics in Biological Networks
📘Journal: International Journal of Network Dynamics and Intelligence
🗓Publish year: 2022
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality #biological
📘Journal: International Journal of Network Dynamics and Intelligence
🗓Publish year: 2022
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality #biological
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📄Complex networks analysis: centrality measures
📘Journal: Indonesian Journal of Electrical Engineering and Computer Science (I.F=1.51)
🗓 publish year: 2023
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality
📘Journal: Indonesian Journal of Electrical Engineering and Computer Science (I.F=1.51)
🗓 publish year: 2023
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality
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📑Degree Centrality, Betweenness Centrality, and Closeness Centrality in Social Network
📘Conference: Proceedings of the 2017 2nd International Conference on Modelling, Simulation and Applied Mathematics (MSAM2017)
💥Social network theory is becoming more and more significant in social science, and the centrality measure is underlying this burgeoning theory. In perspective of social network, individuals, organizations, companies etc. are like nodes in the network, and centrality is used to measure these nodes’ power, activity, communication convenience and so on. Meanwhile, degree centrality, betweenness centrality and closeness centrality are the popular detailed measurements. Thispaper presents these 3 centrality in-depth, from principle to algorithm, and prospect good in the future use.
🗓Publish year: 2017
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Centrality #Social_Network #Clustering
📘Conference: Proceedings of the 2017 2nd International Conference on Modelling, Simulation and Applied Mathematics (MSAM2017)
💥Social network theory is becoming more and more significant in social science, and the centrality measure is underlying this burgeoning theory. In perspective of social network, individuals, organizations, companies etc. are like nodes in the network, and centrality is used to measure these nodes’ power, activity, communication convenience and so on. Meanwhile, degree centrality, betweenness centrality and closeness centrality are the popular detailed measurements. Thispaper presents these 3 centrality in-depth, from principle to algorithm, and prospect good in the future use.
🗓Publish year: 2017
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Centrality #Social_Network #Clustering
Atlantis-Press
Degree Centrality, Betweenness Centrality, and Closeness Centrality in Social Network | Atlantis Press
Social network theory is becoming more and more significant in social science, and the centrality measure is underlying this burgeoning theory. In perspective of social network, individuals, organizations, companies etc. are like nodes in the network, and…
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📄Centrality measures in fuzzy social networks
📘journal: Information systems (l.F=7.767)
🗓Publish year: 2023
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #social_network #fuzzy #Centrality
📘journal: Information systems (l.F=7.767)
🗓Publish year: 2023
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #social_network #fuzzy #Centrality
🎞 Workshop: Centrality and Modularity Analysis in Gephi and Visone
💥Workshop (beginner level) on Centrality and Modularity Analysis in Gephi and Visone by Xiong Huei-Lan (Leiden University) & Song Chen (Bucknell University) at the conference "Historical Network Research in Chinese Studies", Day 2 (24.07.2021).
💻Dataset with materials and videos of the conference
🌐Conference website
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Workshop #Centrality #Modularity #Gephi #Visone
💥Workshop (beginner level) on Centrality and Modularity Analysis in Gephi and Visone by Xiong Huei-Lan (Leiden University) & Song Chen (Bucknell University) at the conference "Historical Network Research in Chinese Studies", Day 2 (24.07.2021).
💻Dataset with materials and videos of the conference
🌐Conference website
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Workshop #Centrality #Modularity #Gephi #Visone
YouTube
HNRCS: Xiong Huei-Lan & Song Chen – Workshop: Centrality and Modularity Analysis in Gephi and Visone
Workshop (beginner level) on Centrality and Modularity Analysis in Gephi and Visone by Xiong Huei-Lan (Leiden University) & Song Chen (Bucknell University) at the conference "Historical Network Research in Chinese Studies", Day 2 (24.07.2021)
Dataset with…
Dataset with…
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🎞 Analysis on Collaboration and Co-Authorship Network using Centrality Measures
💥Free recorded course
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #course #Co_Authorship #Centrality
💥Free recorded course
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #course #Co_Authorship #Centrality
YouTube
Analysis on Collaboration and Co-Authorship Network using Centrality Measures
This is a presentation of a mini-paper I wrote on analysis on collaboration and co-authorship network of international Network Science researches by using the classical centrality measures and structural holes. The data set I used here is from M.E.J. Newman…
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