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🎞 Complex Network for Data Analysis. Stefano Boccaletti
💥Free recorded lecture by Stefano Boccaletti
💥In this fourth lecture, I will describe how networks can be used for data analysis, and will in particular introduce two classes of networks (functional networks and parenclitic networks) which have recently found application in various fields of science
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video
🎞 Complex Network for Data Analysis. Stefano Boccaletti
💥Free recorded lecture by Stefano Boccaletti
💥In this fourth lecture, I will describe how networks can be used for data analysis, and will in particular introduce two classes of networks (functional networks and parenclitic networks) which have recently found application in various fields of science
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video
📄Network analysis of international export pattern
📘Journal: Social Network Analysis and Mining (SNAM) (I.F=3.476)
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #export
📄Applying Social Network Analysis to Identify Project Critical Success Factors
📘Journal: Sustainability (I.F= 3.889)
🗓Publish year: 2020
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_network
📄Social network analysis: A methodological introduction
📘Journal: Asian Journal of Social Psychology (I.F= 1.424)
💥Abstract: Social network analysis is a large and growing body of research on the measurement and analysis of relational structure. Here, we review the fundamental concepts of network analysis, as well as a range of methods currently used in the field. Issues pertaining to data collection, analysis of single networks, network comparison, and analysis of individual-level covariates are discussed, and a number of suggestions are made for avoiding common pitfalls in the application of network methods to substantive questions.
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_network
📄Italian tourism intermediaries: a social network analysis exploration
📘Journal: Current Issues in Tourism
🗓Publish year: 2020
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_network
📄Social network analysis: organizational implications in tourism management
📘Journal: Social network
analysis (I.F=4.144)
🗓Publish year: 2021
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_network
📄Efficiency assessment using network analysis tools
📘Journal: Journal of the Operational Research Society (I.F=2.175)
🗓Publish year: 2017
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #tools
📄Social network analysis: Characteristics of online social networks after a disaster
📘Journal: International Journal of Information Management (I.F=14.098)
🗓Publish year: 2018
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_network
📄Social Network Analysis Visualization Tools: A Comparative Review
📘Journal: International Journal of Information Management (I.F=14.098)
🗓Publish year: 2021
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_network #Review #Tools
+1📄Social Network Analysis Visualization Tools: A Comparative Review
📘Journal: International Journal of Information Management (I.F=14.098)
🗓Publish year: 2021
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_network #Review #Tools
📄Graph Anomaly Detection with Graph Neural Networks: Current Status and Challenges
📘Journal: IEEE Access (I.F=3.476)
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Anomaly_Detection #Challenges
🎞 Machine Learning with Graphs: Node Embeddings
💥Free recorded course by Jure Leskovec, Computer Science, PhD
💥Traditional Feature-based Methods: Node-level features ,Link-level features ,Graph-level features
📽 Watch: part1 part2 part3
📜 Slides
📲Channel: @ComplexNetworkAnalysis
#video #course #Graph #Machine_Learning
📄Interactively Visualize and Analyze Social Network Gephi
📘Conference : 2020 3rd International Conference on Computing, Mathematics and Engineering Technologies
🗓Publish year: 2020
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Gephi #Social_Network
📄Temporal Link Prediction: A Unified Framework, Taxonomy, and Review
📘Journal: Social and Information Networks
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Taxonomy #review
🎞 Dmitry Zinoviev - Complex networks and their analysis in Python | Literary Festival 2021
💥Free recorded talk by Dmitry Zinoviev's titled Complex networks and their analysis in Python
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video
📄Combining complex networks and data mining: Why and how
📘Journal: PHYSICS REPORTS (I.F=30.51)
🗓Publish year: 2016
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #data_mining
📄Network Representation Learning: A Survey
📘Journal: JOURNAL OF BIOMEDICAL INFORMATICSIEEE Transactions on Big Data (I.F=4.271)
🗓Publish year: 2018
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Representation #survey
🎞 Social Network Analysis of Signed Networks with Reddit and Twitter data
💥Free recorded Bootcamp
💥Social Media Lab’s Computational Social Science (CSS) Bootcamp (Summer 2021 Edition) to learn how to use Communalytic, a new research tool designed to study online communities and online discourse.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Reddit_data #Twitter_data
📄Network analysis with biological data of cancer patients: A scoping review
📘Journal: JOURNAL OF BIOMEDICAL INFORMATICS (I.F=8)
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #biological #cancer #review
