🎞 Network communities.
💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov.
💥Network communities. Edge Betweenness. Newman-Girvin algorithm. Community detection algorithms. Overlapping communities. Clique percolation method. Heuristic methods. Fast community unfolding. Random walk based methods. Walktrap.
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📑 Lecture
📲Channel: @ComplexNetworkAnalysis
#video #Lecture
💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov.
💥Network communities. Edge Betweenness. Newman-Girvin algorithm. Community detection algorithms. Overlapping communities. Clique percolation method. Heuristic methods. Fast community unfolding. Random walk based methods. Walktrap.
📽 Watch
📑 Lecture
📲Channel: @ComplexNetworkAnalysis
#video #Lecture
YouTube
Lecture8. Community detection
Network Science 2021 @ HSE
📄Comparing Network Centrality Measures as Tools for Identifying Key Concepts in Complex Networks: A Case of Wikipedia
📘Journal: Journal of Digital Information Management
🗓Publish year: 2017
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📘Journal: Journal of Digital Information Management
🗓Publish year: 2017
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📄A Critical Review of Robustness in Power Grids Using Complex Networks Concepts
📘Journal: energies (3.004)
🗓Publish year: 2015
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📘Journal: energies (3.004)
🗓Publish year: 2015
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Social_Network_Analysis_of_trends_in_the_consumer_electronics_domain.pdf
145.8 KB
📄Social Network Analysis of trends in the consumer electronics domain
📘Conference: IEEE International Conference on Consumer Electronics (ICCE)
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📲Channel: @ComplexNetworkAnalysis
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📘Conference: IEEE International Conference on Consumer Electronics (ICCE)
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📄A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
📘Journal: IEEE Transactions on Knowledge and Data Engineering (I.F=9.235)
🗓Publish year: 2021
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📱Channel: @ComplexNetworkAnalysis
#paper #Community #survey
📘Journal: IEEE Transactions on Knowledge and Data Engineering (I.F=9.235)
🗓Publish year: 2021
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📱Channel: @ComplexNetworkAnalysis
#paper #Community #survey
2020_Social Network Analysis and Mining Privacy and.pdf
6 MB
📄Social Network Analysis and Mining: Privacy and Security on Twitter
📘Conference: IEEE Annual Computing and Communication Workshop and Conference (CCWC)
🗓Publish year: 2020
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📱Channel: @ComplexNetworkAnalysis
#paper #Security #Twitter
📘Conference: IEEE Annual Computing and Communication Workshop and Conference (CCWC)
🗓Publish year: 2020
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📱Channel: @ComplexNetworkAnalysis
#paper #Security #Twitter
Complex Networks from Graph Theory to Biology.pdf
383.5 KB
📄Complex Networks: from Graph Theory to Biology
📘Journal : Letters in Mathematical Physics(I.F=1.385 )
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📲Channel: @ComplexNetworkAnalysis
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📘Journal : Letters in Mathematical Physics(I.F=1.385 )
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📄Graph methods for social network analysis
📘Conference: 2nd EAI International Conference on Nature of Computation and Communication - ICTCC 2016
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📲Channel: @ComplexNetworkAnalysis
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📘Conference: 2nd EAI International Conference on Nature of Computation and Communication - ICTCC 2016
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📄A COMPARISON OF GRAPH THEORY AND SOCIAL MEDIA NETWORK
📘Journal: International Journal of Current Advanced Research (5.438)
🗓Publish year: 2018
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📲Channel: @ComplexNetworkAnalysis
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📘Journal: International Journal of Current Advanced Research (5.438)
🗓Publish year: 2018
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📄Using Complex Networks to improve Machine Learning methods
💥Technical paper
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📲Channel: @ComplexNetworkAnalysis
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💥Technical paper
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Medium
Using Complex Networks to improve Machine Learning methods
Using the High-Level Data Classification Algorithm to leverage topological characteristics of the data
👍1
📄Complex Network Analysis for Knowledge Management and Organizational Intelligence
📘Journal: Journal of the Knowledge Economy (1.964)
🗓Publish year: 2018
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📲Channel: @ComplexNetworkAnalysis
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📘Journal: Journal of the Knowledge Economy (1.964)
🗓Publish year: 2018
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📄A Machine Learning Based Framework for Identifying Influential Nodes in Complex Networks
📘Journal: IEEE Access (3.367)
🗓Publish year: 2020
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📲Channel: @ComplexNetworkAnalysis
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📘Journal: IEEE Access (3.367)
🗓Publish year: 2020
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📲Channel: @ComplexNetworkAnalysis
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👍1
Machine Learning in Complex Networks.pdf
6.6 MB
📘 Machine Learning in Complex Networks
🗓Publish year: 2016
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📲Channel: @ComplexNetworkAnalysis
#book #MachineLearning
🗓Publish year: 2016
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📲Channel: @ComplexNetworkAnalysis
#book #MachineLearning
👍2
🎞 Epidemics on networks
💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov.
💥Spread of epidemics on network. SI, SIS, SIR network models. Epidemic threshold. Simulations of infection propagation on networks
📽 Watch: part1 part2
📲Channel: @ComplexNetworkAnalysis
#video #Lecture
💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov.
💥Spread of epidemics on network. SI, SIS, SIR network models. Epidemic threshold. Simulations of infection propagation on networks
📽 Watch: part1 part2
📲Channel: @ComplexNetworkAnalysis
#video #Lecture
YouTube
Lecture9. Epidemics on networks I
Network Science 2021 @ HSE
📄Vital nodes identification in complex networks
📘Journal: Physics Reports (I.F=25.600)
🗓Publish year: 2016
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📲Channel: @ComplexNetworkAnalysis
#paper #review #influential
📘Journal: Physics Reports (I.F=25.600)
🗓Publish year: 2016
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📲Channel: @ComplexNetworkAnalysis
#paper #review #influential
2019_Application_of_Complex_Networks_Theory_in_Urban_Traffic_Network.pdf
1.5 MB
📄Application of Complex Networks Theory in Urban Traffic Network Researches
📘Journal: Physics Reports (I.F=2.484)
🗓Publish year: 2019
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📲Channel: @ComplexNetworkAnalysis
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📘Journal: Physics Reports (I.F=2.484)
🗓Publish year: 2019
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👍2
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=3.778)
🗓Publish year: 2019
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📲Channel: @ComplexNetworkAnalysis
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📘Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.778)
🗓Publish year: 2019
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📲Channel: @ComplexNetworkAnalysis
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