اکنون در دسترس! پژوهش تلگرام ۲۰۲۵ — مهمترین بینشهای سال 
Network Analysis Resources & Updates
رفتن به کانال در Telegram
Are you seeking assistance or eager to collaborate? Don't hesitate to dispatch your insights, inquiries, proposals, promotions, bulletins, announcements, and more to our channel overseer. We're all ears! Contact: @Questioner2
نمایش بیشتر3 080
مشترکین
+224 ساعت
+267 روز
+2430 روز
آرشیو پست ها
🎞 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
🎞 Social Network Analysis || 01 3A degree betweenness closeness 26 41
💥Free recorded tutorial.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #SocialNetwork
📄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
📄Temporal Knowledge Graph Completion: A Survey
🗓Publish year: 2022
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #survey
🎞 Social Network Analysis: Structural Holes, Brokerage & Closure
💥In this free recorded video we’ll learn structural holes.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #SocialNetwork
👨🎓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
Repost from Bioinformatics
💻 Deep Learning for Biological network analysis
https://academic.oup.com/bib/article/22/2/1515/5964185
📲Channel: @Bioinformatics
🎞 Network-Based Modeling of Complex Systems
💥Free recorded Lecture by Dr. Fatena El-Masri from QuantCon 2018
💥This talk, titled 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
+1📄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
🎞 Statistical analysis of networks
💥Free recorded Lecture by Prof. Gesine Reinert in University of Oxford.
💥Networks have become increasingly popular as representations of complex data. How can we make sense of such data? The first class will cover some network summaries and some parametric models for networks, while the second class concerns statistical inference using these network summaries as well as parametric models. We shall also cover some nonparametric ideas.
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Lecture
📄Centrality Measures in Complex Networks: A Survey
🗓Publish year: 2020
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey #centrality
