Network Analysis Resources & Updates
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vdoc_pub_complex_network_analysis_in_python_recognize_construct.pdf
16.7 MB
📘 Complex Network Analysis in Python
💥Free book
This book covers construction, exploration, analysis, and visualization of complex networks using NetworkX (a Python library), as well as several other Python modules, and Gephi, an interactive environment for network analysts.
🗓Publish year: 2018
📲Channel: @ComplexNetworkAnalysis
#book
💥Free book
This book covers construction, exploration, analysis, and visualization of complex networks using NetworkX (a Python library), as well as several other Python modules, and Gephi, an interactive environment for network analysts.
🗓Publish year: 2018
📲Channel: @ComplexNetworkAnalysis
#book
The Critical Node Detection Problem in networks-2018.pdf
895.9 KB
📄The Critical Node Detection Problem in networks: A survey
📘 Journal: Computer Science Review (I.F=7.872)
🗓Publish year: 2018
🖇 Paper link
📱Channel: @ComplexNetworkAnalysis
#paper #critical_node
📘 Journal: Computer Science Review (I.F=7.872)
🗓Publish year: 2018
🖇 Paper link
📱Channel: @ComplexNetworkAnalysis
#paper #critical_node
2017_A_comparative_study_of_community_detection_algorithms_using.pdf
383 KB
📄A comparative study of community detection algorithms using graphs and R
📘Journal: IEEE
📑Conference: 2017 International Conference on Computing, Communication and Automation (ICCCA)
🗓Publish year: 2017
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📘Journal: IEEE
📑Conference: 2017 International Conference on Computing, Communication and Automation (ICCCA)
🗓Publish year: 2017
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📄Progresses and challenges in link prediction
📘Journal: iScience (I.F=5.458)
🗓Publish year: 2021
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📘Journal: iScience (I.F=5.458)
🗓Publish year: 2021
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
SpreadMini.pdf
1.1 MB
📄Minimizing the spread of misinformation in online social networks: A survey
📘 journal:Journal of Network and Computer Applications(I.F=6.281)
🗓Publish year: 2021
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
📘 journal:Journal of Network and Computer Applications(I.F=6.281)
🗓Publish year: 2021
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
👍1
📚Free online book:
💥Handbook of Graphs and Networks in People Analytics
-with examples in R and Python
(Last updated: 18 March 2022)
📖 Study
📱Channel: @ComplexNetworkAnalysis
#ebook
💥Handbook of Graphs and Networks in People Analytics
-with examples in R and Python
(Last updated: 18 March 2022)
📖 Study
📱Channel: @ComplexNetworkAnalysis
#ebook
👍2
🎞 Introduction to Network Analysis
💥Free recorded workshop from University of California Riverside Library
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #gephi
💥Free recorded workshop from University of California Riverside Library
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #gephi
YouTube
Introduction to Network Analysis workshop
Learn the essentials of network analysis - studying social, ecological, or logistical networks - using Gephi, a free visualization tool.
Digital Scholarship Series
Network analysis is a common research method in many disciplines, used to study social or…
Digital Scholarship Series
Network analysis is a common research method in many disciplines, used to study social or…
📄Network Structure Inference, A Survey: Motivations,
Methods, and Applications
📘 Journal:ACM Computing Surveys (I.F=10.282)
🗓Publish year: 2018
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
Methods, and Applications
📘 Journal:ACM Computing Surveys (I.F=10.282)
🗓Publish year: 2018
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
📄A Survey on Trust Prediction in Online Social Networks
📘Journal: IEEE Access (I.F=3.367)
🗓Publish year: 2020
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #survey #trust
📘Journal: IEEE Access (I.F=3.367)
🗓Publish year: 2020
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #survey #trust
2019_A_comprehensive_survey_of_edge_prediction_in_social_networks.pdf
2.8 MB
📄A comprehensive survey of edge prediction in social networks: Techniques, parameters and challenges
📘Journal: Expert Systems with Applications (I.F=6.954)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📘Journal: Expert Systems with Applications (I.F=6.954)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
🎞 Complex Network Analysis in Python: Recognize → Construct → Visualize → Analyze → Interpret
💥Free recorded tutorial
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video
💥Free recorded tutorial
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video
YouTube
Complex Network Analysis in Python: Recognize → Construct → Visualize → Analyze → Interpret
Complex network analysis used to be done by hand or with non-programmable network analysis tools, but not anymore! You can now automate and program these tasks in Python. Complex networks are collections of connected items, words, concepts, or people. By…
2019_Academic_social_networks_Modeling,_analysis,_mining_and_applications.pdf
3.2 MB
📄Academic social networks: Modeling, analysis, mining and applications
📘Journal: Journal of Network and Computer Applications(I.F=6.281)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📘Journal: Journal of Network and Computer Applications(I.F=6.281)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
🎞 Introduction to Complexity Science
💥Free recorded course
📽 Watch
🗓From the lesson week 5 you can learn: Introduction to Static Complex Network
💥Topics:
▫️Introduction to Static Complex Networks (Part I) - Professor Stephen Lansing
▫️Introduction to Complex Networks (Part I) - Professor Michael Lees
▫️Introduction to Complex Networks (Part II) - Professor Michael Lees
▫️Introduction to Static Complex Networks (Part II) - Professor Stephen Lansing
▫️Random Networks - Professor Michael Lees
▫️Introduction to Static Complex Networks (Part III) - Professor Stephen Lansing
▫️Examples of Scale-free Networks & BA Model - Professor Michael Lees
▫️Introduction to Static Complex Networks (Part IV) - Professor Stephen Lansing
▫️Robustness of Network - Professor Michael Lees
▫️Practice Session Using Python - Professor Michael Lees
📲Channel: @ComplexNetworkAnalysis
#video #course
💥Free recorded course
📽 Watch
🗓From the lesson week 5 you can learn: Introduction to Static Complex Network
💥Topics:
▫️Introduction to Static Complex Networks (Part I) - Professor Stephen Lansing
▫️Introduction to Complex Networks (Part I) - Professor Michael Lees
▫️Introduction to Complex Networks (Part II) - Professor Michael Lees
▫️Introduction to Static Complex Networks (Part II) - Professor Stephen Lansing
▫️Random Networks - Professor Michael Lees
▫️Introduction to Static Complex Networks (Part III) - Professor Stephen Lansing
▫️Examples of Scale-free Networks & BA Model - Professor Michael Lees
▫️Introduction to Static Complex Networks (Part IV) - Professor Stephen Lansing
▫️Robustness of Network - Professor Michael Lees
▫️Practice Session Using Python - Professor Michael Lees
📲Channel: @ComplexNetworkAnalysis
#video #course
Coursera
Introduction to Complex Networks (Part I) - Professor Michael Lees - Week 5: Introduction to Static Complex Network | Coursera
Video created by Nanyang Technological University, ...
📹Network Analysis Practice Using igraph and Gephi
💥Free recorded workshop
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#workshop #video #gephi
💥Free recorded workshop
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#workshop #video #gephi
YouTube
Network Analysis (2) Practice Using igraph and Gephi
This video is for the Network Analysis and Visualization Workshop organized at the Virtual Annual Conference of Comparative and International Education Society 2020 (vCIES 2020) in April 2020.
There are two lecture videos for this workshop. The first video…
There are two lecture videos for this workshop. The first video…
📘Network Analysis - Introduction with examples
💥 Technical paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper
💥 Technical paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper
📄A survey of tools for social network analysis
📘Journal: International Journal of Web Engineering and Technology
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey #tools
📘Journal: International Journal of Web Engineering and Technology
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey #tools
👍2
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
🗓Publish year: 2018
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
📘Journal: Social Network Analysis and Mining
🗓Publish year: 2018
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
📃Citation network analysis
📘Journal: International Review of Sport and Exercise Psychology (I.F=20.652)
🗓Publish year: 2022
🖇 Study paper
📲Channel: @ComplexNetworkAnalysis
#citation_network #review
📘Journal: International Review of Sport and Exercise Psychology (I.F=20.652)
🗓Publish year: 2022
🖇 Study paper
📲Channel: @ComplexNetworkAnalysis
#citation_network #review
📄Complex Brain Network Analysis and Its Applications to Brain Disorders: A Survey
📘Journal: Complexity (I.F=2.833)
🗓Publish year: 2017
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #survey #brain
📘Journal: Complexity (I.F=2.833)
🗓Publish year: 2017
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #survey #brain