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📕Networks, Crowds, and Markets:
Reasoning About a Highly Connected World
📝Authors: David Easley and Jon Kleinberg.
💥Networks, Crowds, and Markets combines different scientific perspectives in its approach to understanding networks and behavior. Drawing on ideas from economics, sociology, computing and information science, and applied mathematics, it describes the emerging field of study that is growing at the interface of all these areas, addressing fundamental questions about how the social, economic, and technological worlds are connected.
🗓 publish year: 2010
📖 Study book
📲Channel: @ComplexNetworkAnalysis
#book #network
📄 Literature review on the influence of social networks
📘Conference: The Fifth International Conference on Social Science
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Literature #influence #review
📄Basic and Advanced Network Visualization with Gephi
💥Technical paper
📘 PDF
💻 data
📲Channel: @ComplexNetworkAnalysis
#tools #Gephi
📄Basic and Advanced Network Visualization with Gephi
💥Technical paper
📘 PDF
💻 data
📲Channel: @ComplexNetworkAnalysis
#video #Gephi
🎞 Machine learning and link prediction
💥Free recorded Tutorial by Mark Needham & Jennifer Reif
💥Machine learning uses algorithms to train software through specific examples and progressive improvements based on expected outcome
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Machine_learning #link_prediction
📄Programming Graphs in Python
💥Technical paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #code #python
🎞 Machine Learning with Graphs: Theory of Graph Neural Networks
💥Free recorded course by Jure Leskovec, Computer Science, PhD
💥The topics: Introduction to Graph Neural Networks, A Single Layer of a GNN, Stacking layers of a GNN
📽 Watch: part1 part2 part3
📝Slides
💻code
📲Channel: @ComplexNetworkAnalysis
#video #course #Graph #Machine_Learning #code #python
🎓A comparison of visualisation techniques for complex networks
📘Master’s Thesis in Computer Science Royal Institute of Technology
🗓Publish year: 2016
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #comparison #visualisation #techniques
🎞 Overview of Complex Networks
💥Free recorded Tutorial on overview of complex networks
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Tutorial #Overview
📄Counterfactual Learning on Graphs: A Survey
📘Journal: Computer Science
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Counterfactual_Learning #Graphs #Survey
📄Programming Graphs in Python
💥Technical paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #code #python
📄Programming Graphs in Python
💥Technical paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #code #python
📄Programming Graphs in Python
💥Technical paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #code #python
📄Knowledge Graphs: Opportunities and Challenges
📘Journal: Artificial Intelligence Review (I.F=9.588)
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Opportunities #Challenges
📄Fraud detection: A systematic literature review of graph-based anomaly detection approaches
📘Journal: Decision Support Systems (I.F=6.969)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Fraud #Detection #Review #graph_based #anomaly
📑 Community Detection Algorithms in Healthcare Applications: A Systematic Review
📘Journal:IEEE Access (I.F=3.476)
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #review #community_detection
📑 Exploring network structure, dynamics, and function using networkx
📘Conference: conference: Exploring network structure, dynamics, and function using network
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #networkx
📑 Structure and dynamics of core/periphery networks
📘Journal: Journal of Complex Networks(I.F.=1.984)
🗓Publish year: 2013
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #review #periphery_networks
📑 A review: Knowledge reasoning over knowledge graph
📘Journal: ACM Computing Surveys(I.F.=8.665)
🗓Publish year: 2019
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #review #Knowledge_Graphs
📄Community Detection Algorithms in Healthcare Applications: A Systematic Review
📘Journal: IEEE Access (I.F=3.476)
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Healthcare #Applications #Review
