🎞 Network-Based Modeling of Complex Systems
💥Free recorded Lecture by Dr. Fatena El-Masri from QuantCon 2018
💥This talk, noscriptd Network-based Modeling of Complex Systems, with Applications to Cascading and Contagion Events in Networks, looks at how network-based modeling can be used to analyze cascading and contagious events in financial networks. Dr. El-Masri’s research started with the simulation of 63 million records to determine the network and dynamic connectivity between different banks. This connectivity is determined by transforming the adjacency matrix for the data using Python. The agent-based model is then applied using dynamic modeling and validated using real data. The results are then implemented using network-based modeling for complex financial institutions to discover the cascading and contagious event behavior in the networks.
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Lecture
💥Free recorded Lecture by Dr. Fatena El-Masri from QuantCon 2018
💥This talk, noscriptd Network-based Modeling of Complex Systems, with Applications to Cascading and Contagion Events in Networks, looks at how network-based modeling can be used to analyze cascading and contagious events in financial networks. Dr. El-Masri’s research started with the simulation of 63 million records to determine the network and dynamic connectivity between different banks. This connectivity is determined by transforming the adjacency matrix for the data using Python. The agent-based model is then applied using dynamic modeling and validated using real data. The results are then implemented using network-based modeling for complex financial institutions to discover the cascading and contagious event behavior in the networks.
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Lecture
YouTube
Network-Based Modeling of Complex Systems by Dr. Fatena El-Masri from QuantCon 2018
This talk, noscriptd Network-based Modeling of Complex Systems, with Applications to Cascading and Contagion Events in Networks, looks at how network-based modeling can be used to analyze cascading and contagious events in financial networks. Dr. El-Masri’s…
Forwarded from Bioinformatics
💻 Deep Learning for Biological network analysis
https://academic.oup.com/bib/article/22/2/1515/5964185
📲Channel: @Bioinformatics
https://academic.oup.com/bib/article/22/2/1515/5964185
📲Channel: @Bioinformatics
👍2
👨🎓Postdoctoral/Research Fellow position in complex network analysis: Critical events detection
(Institute of Computer Science, Czech Academy of Sciences)
💥Postdoc or research fellow position is available to join the Complex Networks and Brain Dynamics group for the project: “Modelling and analysis of complex systems for safety of critical infrastructures“ as part of the National Center of Competence – Cybernetics and Artificial Intelligence funded by the Technology Agency of the Czech Republic, and related projects.
ℹ️ How to apply
📲Channel: @ComplexNetworkAnalysis
#apply #postdoc
(Institute of Computer Science, Czech Academy of Sciences)
💥Postdoc or research fellow position is available to join the Complex Networks and Brain Dynamics group for the project: “Modelling and analysis of complex systems for safety of critical infrastructures“ as part of the National Center of Competence – Cybernetics and Artificial Intelligence funded by the Technology Agency of the Czech Republic, and related projects.
ℹ️ How to apply
📲Channel: @ComplexNetworkAnalysis
#apply #postdoc
🎞 Social Network Analysis: Structural Holes, Brokerage & Closure
💥In this free recorded video we’ll learn structural holes.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #SocialNetwork
💥In this free recorded video we’ll learn structural holes.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #SocialNetwork
YouTube
Social Network Analysis: Structural Holes, Brokerage & Closure
In this video, we’ll learn structural holes. Last week, we introduced a classic theory of strength of weak ties. This week we’ll introduce a similar school of thought but with different constructs of structural holes, brokerage, and closure. Those constructs…
📄Temporal Knowledge Graph Completion: A Survey
🗓Publish year: 2022
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #survey
🗓Publish year: 2022
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #survey
📄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
🎞 Social Network Analysis || 01 3A degree betweenness closeness 26 41
💥Free recorded tutorial.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #SocialNetwork
💥Free recorded tutorial.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #SocialNetwork
YouTube
Social Network Analysis || 01 3A degree betweenness closeness 26 41
Please subscribe to this channel for more updates!
👍1
2020_A_Survey_on_Machine_Learning_Methodologies_in_Social_Network.pdf
249 KB
📄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
📘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
👍3
📄Python Interactive Network Visualization Using NetworkX, Plotly, and Dash
💥 Technical paper
🗓Publish year: 2019
📎Study
📲Channel: @ComplexNetworkAnalysis
#paper #python #code
💥 Technical paper
🗓Publish year: 2019
📎Study
📲Channel: @ComplexNetworkAnalysis
#paper #python #code
Medium
Python Interactive Network Visualization Using NetworkX, Plotly, and Dash
They say a graph is more than a thousand words. I totally agree with it. I would prefer to look at a network graph, rather than reading…
🎞 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/
👍1
2019_Survey on Social Networks Data Analysis.pdf
326.3 KB
📄Survey on Social Networks Data Analysis
📘Conference: International Conference on Innovations for Community Services
🗓Publish year: 2019
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
📘Conference: International Conference on Innovations for Community Services
🗓Publish year: 2019
📎 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
📘Journal: ACM Transactions on Asian and Low-Resource Language Information Processing
🗓Publish year: 2022
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey #application
📄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
📘Journal:Journal of Intelligent Information Systems(I.F=1.888)
🗓Publish year: 2020
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
👨🎓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
(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
📄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
📘Conferences : Proceedings of the Tenth ACM International Conference on Web Search and Data Mining
🗓Publish year: 2017
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
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
👍1
🎞 Introduction to Data Science - NetworkX Tutorial
💥Free recorded tutorial.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #tutorial
💥Free recorded tutorial.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #tutorial
YouTube
Introduction to Data Science - NetworkX Tutorial
Link to GitHub: https://github.com/sepinouda/Intro_to_Data_Science/tree/main/Lecture%204/Network%20Analysis
Linke to NetworkX Tutorials: https://networkx.org/documentation/stable/tutorial.html
Link to Gephi: https://gephi.org
Linke to NetworkX Tutorials: https://networkx.org/documentation/stable/tutorial.html
Link to Gephi: https://gephi.org
👍1
📄Biological network comparison using graphlet degree distribution
📘Journal: bioinformatics (I.F=6.937)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📘Journal: bioinformatics (I.F=6.937)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
2019_Using_social_network_analysis_to_complete_literature_reviews.pdf
2 MB
📄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
📘Journal: International Journal of Social Research Methodology
🗓Publish year: 2019
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #review
📄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
📘Journal: Dialogues in Clinical Neuroscience (I.F=5.986)
🗓Publish year: 2022
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #brain
2018_A_Systematic_Review_on_Social_Network_Analysis_Tools,_Algorithms.pdf
383.2 KB
📄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
📘Conference: International Conference on Computing and Big Data
🗓Publish year: 2018
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #review #Algorithms