Network Analysis Resources & Updates
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2020_The_four_dimensions_of_social_network_analysis_An_overview.pdf
4.2 MB
πŸ“„The four dimensions of social network analysis: An overview of research methods, applications, and software tools

πŸ“˜Journal: Information Fusion(I.F=12.975)
πŸ—“Publish year: 2020

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #social_network #tool #application
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πŸ“„A Survey on Network Embedding

πŸ“˜
Journal: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (I.F=9.235)

πŸ—“Publish year: 2017

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Embedding #survey
🎞Creating Co-authorship Networks with Sci2

πŸ’₯Free recorded course

πŸ’₯This course introduces the basic concept of network science and provides a practical demonstration of how to create co-authored networks from Web of Science data using the Science of Science (Sci2) tool

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video #Co_authorship_Network
πŸ“„A survey of heterogeneous information network analysis

πŸ“˜
Journal: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (I.F=9.235)

πŸ—“Publish year: 2015

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #heterogeneous #survey
πŸŽ“Network-based Time series Analysis

πŸ“˜Master’s Thesis, from SCHOOL OF SCIENCE & TECHNOLOGY, Lampada Kyriaki

πŸ—“Publish year: 2022

πŸ“ŽStudy Thesis

πŸ“²Channel: @ComplexNetworkAnalysis

#Thesis #Data_Science
πŸ“„A comparative study of similarity-based and GNN-based link prediction approaches

πŸ“˜Journal: Information Fusion(I.F=12.975)
πŸ—“Publish year: 2020

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #link_prediction
🎞 Network visualization with Gephi

πŸ’₯Free recorded tutorial from NIH
πŸ”ΉThis tutorial Provides a practical demonstration of how to visualize co-authoring networks using Gephi

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video #Gephi
πŸŽ“A study of visibility graphs for time series representations

πŸ“˜Bachelor’s Degree Project, from Polytechnic University of Catalonia Faculty of Informatics of Barcelona, Carlos Bergillos Varela

πŸ—“Publish year: 2020

πŸ“ŽStudy Thesis

πŸ“²Channel: @ComplexNetworkAnalysis

#visibility_graph #time_series
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πŸ“„Urban Road Transport Network Analysis: Machine Learning and Social Network Approaches

πŸ“˜
Journal: Communications - Scientific Letters of the University of Zilina
πŸ—“Publish year: 2022

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Transport #Machine_Learning
πŸ‘1
πŸŽ“Network Comparison and Node Ranking in Complex Networks

πŸ“˜Phd’s Thesis, in Informatics at the Universities of Minho, Aveiro and Porto Department of Computer Science, David Oliveira AparΓ­cio

πŸ—“Publish year: 2018

πŸ“ŽStudy Thesis

πŸ“²Channel: @ComplexNetworkAnalysis

#Thesis #Node_Ranking #Network_Comparison
🎞 GEPHI – Introduction to network
analysis and visualization

πŸ’₯Free recorded tutorial by Martin Grandjean
πŸ”ΉNetwork analysis and visualization seems to be an interesting tool to give the researcher the ability to see his data from a new angle. As an easy-to-access and powerful network analysis tool, Gephi offers a tutorial that allows anyone to run their first experiment on two complementary datasets

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video #Gephi #visualization
πŸ“„Web Graph Similarity for Anomaly Detection

πŸ—“Publish year: 2009

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Anomaly_Detection #Graph
πŸ“„Network analysis of neuroimaging in mice

πŸ“˜Journal: NeuroImage(I.F=7.02)
πŸ—“Publish year: 2022

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #neuroimaging
πŸ“„Coupled disease–behavior dynamics on complex networks: A review

πŸ“˜
Journal: PHYSICS OF LIFE REVIEWS(I.F=9.833)
πŸ—“Publish year: 2015

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #disease_behavior_dynamic #review
2022_A_survey_of_brain_network_analysis_by_electroencephalographic.pdf
2.5 MB
πŸ“„A survey of brain network analysis by electroencephalographic signals

πŸ“˜Journal: Cognitive Neurodynamics (I.F=5.082)
πŸ—“Publish year: 2022

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Brain #EEG
πŸ“„Complex network analysis of public transportation networks: A comprehensive study

πŸ“˜
Conference: 2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS)
πŸ—“Publish year: 2015

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #transportation
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🎞 BASICS OF SOCIAL NETWORK ANALYSIS WITH GEPHI

πŸ’₯This three hour, single-session workshop will introduce participants to analyzing and visualizing social network data with Gephi (gephi.org). We will briefly introduce the fundamental ideas underlying network science, then work through a series of exercises.

πŸ“½ Link

πŸ“²Channel: @ComplexNetworkAnalysis

#video #Gephi #workshop #event
🎞GEPHI – Introduction to Network Analysis and Visualization

πŸ’₯Free online tutorial and recorded course

πŸ’₯Network Analysis and visualization appears to be an interesting tool to give the researcher the ability to see its data from a new angle. Because Gephi is an easy access and powerful network analysis tool, we propose a tutorial designed to allow everyone to make his first experiments on two complementary datasets.

πŸ“½ Watch

πŸ“²Channel: @ComplexNetworkAnalysis

#video #Gephi #tutorial
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πŸŽ“Analysis of EEG signals using complex brain networks

πŸ“˜PhD’s Dissertation, in University of Southern Queensland Faculty of Health, Engineering and Sciences, by
Guohun Zhu

πŸ—“Publish year: 2014

πŸ“ŽStudy Dissertation

πŸ“²Channel: @ComplexNetworkAnalysis

#Dissertation #EEG #brain
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🎞 Network Analysis with Python

πŸ’₯Free recorded tutorial
πŸ”ΉThis tutorial walks you through the process of loading network data into Python and shows you how to run a few network metrics

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video #python
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