Network Analysis Resources & Updates
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Архів дописів
📄Network analysis: emergence, criticism and recent trends
📘Journal: RAUSP Management Journal
🗓Publish year: 2019
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #trends
📄The Study of Psychopathology from the Network Analysis Perspective: A Systematic Review
📘Journal: Psychother Psychosom (I.F=8.26)
🗓Publish year: 2015
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Review
📄Co-authorship networks: a review of the literature
📘Journal: Aslib Journal of Information Management (I.F=1.903)
🗓Publish year: 2015
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper
📄A Survey on Subgraph Counting: Concepts, Algorithms
and Applications to Network Motifs and Graphlets
🗓Publish year: 2019
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Survey
🎞 Graph Mining
💥Free recorded Lecture
💥Graph Mining is the set of tools and techniques used to analyze the properties of real-world graphs, predict how the structure and properties of a given graph might affect some application, develop models that can generate realistic graphs that match the patterns found in real-world graphs of interest etc
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Lecture
📄Discovering Research Collaborations through Co-Authorship Networks
💥Technical paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper
📄Network as a language for precision medicine
📘Journal: Annali dell'Istituto superiore di sanita (I.F=2.21)
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #precision #medicine
📄A Survey on Community Detection Algorithm and Its Applications
📘Journal: Turkish Journal of Computer and Mathematics Education (TURCOMAT)
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Community #Application #survey
📄Deep Learning on Graphs: A Survey
📘Journal: IEEE Transactions on Knowledge and Data Engineering (I.F=9.235)
🗓Publish year: 2022
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
📄Engineering Emergence: A Survey on Control in the World of Complex Networks
📘Journal: Automation
🗓Publish year: 2022
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Control #survey
📄A Literature Review of Network Models in Neuroscience
🗓Publish year: 2022
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Neuroscience #review
📄A review of definitions and measures of system resilience
📘Journal: Reliability Engineering and System Safety (I.F=7.247)
🗓Publish year: 2016
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #resilience #review
📄Biological network analysis with deep learning
📘Journal:Briefings in Bioinformatics (I.F=13.994)
🗓Publish year: 2021
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Biological #deeplearning
📄Centrality Measures in Complex Networks: A Survey
🗓Publish year: 2020
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Survey
🎓Social Network Analysis: Link Prediction under The Belief Function Framework
📘PhD's thesis from Universite d’Artois, France
🗓Publish year: 2018
📎Study thesis
📱Channel: @ComplexNetworkAnalysis
#thesis #LinkPrediction
📄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
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper
📄Application of Complex Networks Theory in Urban Traffic Network Researches
📘Journal: Physics Reports (I.F=2.484)
🗓Publish year: 2019
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper
📄Vital nodes identification in complex networks
📘Journal: Physics Reports (I.F=25.600)
🗓Publish year: 2016
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper
🎞 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
📘 Machine Learning in Complex Networks
🗓Publish year: 2016
📎 Study the book
📱Channel: @ComplexNetworkAnalysis
#book #MachineLearning
