Network Analysis Resources & Updates

📄Investigating Fake and Reliable News Sources Using Complex Networks Analysis 📘Journal: Frontiers in Physics (I.F=3.56) 🗓Publish year: 2022 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #Fake_news #Reliable_News

📄A complex network analysis approach for estimation and detection of traffic incidents based on independent component analysis 📘Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.263) 🗓Publish year: 2022 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #traffic

📄Bipartite graphs in systems biology and medicine: a survey of methods and applications 📘Journal: GIGASCIENCE (I.F=7.658) 🗓Publish year: 2018 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #biology #medicine #applications #survey

📄Tensor decomposition for analysing time-evolving social networks: an overview 📘Journal: Artificial Intelligence Review (I.F=9.588) 🗓Publish year: 2020 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Tensor #time_evolving #overview

🎞 Machine Learning with Graphs: Traditional Feature-based Methods 💥Free recorded course by Jure Leskovec, Computer Science, PhD 🔸 Encoder-decoder framework: ▫️ Encoder: embedding lookup ▫️ Decoder: predict score based on embedding to match node similarity 🔸 Node similarity measure: (biased) random walk ▫️ Examples: DeepWalk, Node2Vec 🔸 Extension to Graph embedding: ▫️Node embedding aggregation and Anonymous Walk Embeddings 📽 Watch: part1 part2 part3 📜 Slides 📲Channel: @ComplexNetworkAnalysis #video #course #Graph #Machine_Learning

📄Network Analysis of Time Series: Novel Approaches to Network Neuroscience 📘Journal: Frontiers in Neuroscience (I.F=4.501) 🗓Publish year: 2022 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #Brain #Neuroscience

📄Network Analysis of Time Series: Novel Approaches to Network Neuroscience 📘Journal:Frontiers in Neuroscience (I.F=4.501) 🗓Publish year: 2022 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #Brain #Neuroscience

🎞 Network Analysis with Python 💥Free recorded tutorial 🔹This tutorial walks you through the process of loading network data into Python and shows you how to run a few network metrics 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video #python

🎓Analysis of EEG signals using complex brain networks 📘PhD’s Dissertation, in University of Southern Queensland Faculty of Health, Engineering and Sciences, by Guohun Zhu 🗓Publish year: 2014 📎Study Dissertation 📲Channel: @ComplexNetworkAnalysis #Dissertation #EEG #brain

🎞GEPHI – Introduction to Network Analysis and Visualization 💥Free online tutorial and recorded course 💥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. 📽 Watch 📲Channel: @ComplexNetworkAnalysis #video #Gephi #tutorial

🎞 BASICS OF SOCIAL NETWORK ANALYSIS WITH GEPHI 💥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. 📽 Link 📲Channel: @ComplexNetworkAnalysis #video #Gephi #workshop #event

📄Complex network analysis of public transportation networks: A comprehensive study 📘Conference: 2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS) 🗓Publish year: 2015 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #transportation

📄Coupled disease–behavior dynamics on complex networks: A review 📘Journal: PHYSICS OF LIFE REVIEWS(I.F=9.833) 🗓Publish year: 2015 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #disease_behavior_dynamic #review

📄Network analysis of neuroimaging in mice 📘Journal: NeuroImage(I.F=7.02) 🗓Publish year: 2022 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #neuroimaging

📄Web Graph Similarity for Anomaly Detection 🗓Publish year: 2009 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #Anomaly_Detection #Graph

🎞 GEPHI – Introduction to network analysis and visualization 💥Free recorded tutorial by Martin Grandjean 🔹Network 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 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video #Gephi #visualization

🎓Network Comparison and Node Ranking in Complex Networks 📘Phd’s Thesis, in Informatics at the Universities of Minho, Aveiro and Porto Department of Computer Science, David Oliveira Aparício 🗓Publish year: 2018 📎Study Thesis 📲Channel: @ComplexNetworkAnalysis #Thesis #Node_Ranking #Network_Comparison