Network Analysis Resources & Updates
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Архів дописів
📄A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges
📘Journal: Computer Science
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Prompting #Techniques #Applications #Challenges #Survey
📄Blockchain Data Analysis from the Perspective of Complex Networks: Overview
📘Journal: Tsinghua Science and Technology (I.F=3.515)
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Blockchain #Perspective #Overview
🎞 Network Analysis Tutorial: Introduction to Networks
💥Free recorded Tutorial by Eric Ma
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Tutorial #Networks
📄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 #Graph_Neural_Networks #Status #Challenges
📄Credit risk and financial integration: An application of network analysis
📘Journal: International Review of Financial Analysis (I.F=8.235)
🗓 publish year: 2020
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #financial #trade #weighted_network
📄A Review of Knowledge Graph Completion
📘Journal: Information (I.F=3.38)
🗓 publish year: 2022
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Review #Knowledge_Graph
📄Multi-Agent Systems and Complex Networks: Review and Applications in Systems Engineering
📘Journal: PROCESSES(I.F=3.352)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Multi_Agent #Applications #Systems #Engineering #Review
📄Credit risk and financial integration: An application of network analysis
📘Journal: Quantitative Finance(I.F=2.13)
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #financial #trade #weighted_network
🎞 Webinar: Social Network Analysis: Fundamental Concepts
💥Free recorded Webinar
💥This free webinar, organised by the UK Data Service, is the first in a series of three on understanding and using SNA methods for social science research purposes. In this webinar they cover the fundamental concepts and terms underpinning SNA, and demonstrate how network data is structured and differs from more traditional social science datasets (e.g. social surveys). We will also outline a simple analysis of social network data using the Python programming language. As a result of attending this webinar, participants will possess the necessary knowledge and vocabulary to undertake a SNA research project.
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Webinar #Social_Network
📄International trade and financial integration: a weighted network analysis
📘Journal: Quantitative Finance(I.F=2.13)
🗓Publish year: 2010
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #financial #trade #weighted_network
📕Financial Crisis and Global Governance: A Network Analysis
📝Author: Andrew Sheng
💥This chapter attempts to use network theory, drawn from recent work in sociology, engineering, and biological systems, to suggest that the current crisis should be viewed as a network crisis. Global fi nancial markets act as complex, scale-free, evolving networks that possess key characteristics requiring network management if they are to function with stability.
🗓 publish year: 2010
📖 Study book
📲Channel: @ComplexNetworkAnalysis
#book #network
🎓Interpretable and Effortless Techniques for Social Network Analysis
📘PhD’s Dissertation, in Universidad de Granada, department of computer science and artificial intelligence, by Manuel Francisco Aparicio.
🗓Publish year: 2022
📎Study Dissertation
📲Channel: @ComplexNetworkAnalysis
#Dissertation #Social_Network #Techniques
📄Credit risk and financial integration: An application of network analysis
📘Journal: International Review of Financial Analysis(I.F=8.235)
🗓Publish year: 2020
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #financial #application
📄Data Analysis in Social Networks for Agribusiness: A Systematic Review
📘Journal: IEEE Access(I.F=4.34)
🗓Publish year: 2023
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_Network #Review
📄A Social Network Analysis of Occupational Segregation
📘Journal: journal of economic dynamics and control (I.F=1.53)
🗓Publish year: 2022
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_Network
🖍Network visualization tools and libraries
💥Technical article
📎 Study
📲Channel: @ComplexNetworkAnalysis
#visualization
📄In search of network resilience: An optimization-based view
📘Journal: wiley online library (I.F=15.153)
🗓Publish year: 2020
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #network_resilience #optimization
📄Information Diffusion Model in Twitter: A Systematic Literature Review
📘Journal: INFORMATION
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Information #Diffusion #Twitter #Review
🎞 Knowledge Graph Attention Network (KGAT)
💥Free recorded tutorial on knowledge graph attention network.
📽Watch
📱Channel: @ComplexNetworkAnalysis
#video #Knowledge_Graph #Attention
📄A Review of Some Techniques for Inclusion of Domain-Knowledge into Deep Neural Networks
📘Journal: SCI REP-UK (I.F=4.996)
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Techniques #Inclusion #Domain #Knowledge #Deep_Neural_Networks #Review
