Network Analysis Resources & Updates
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🎞 A GENTLE INTRODUCTION TO THE WORLD OF NETWORK SCIENCE

πŸ’₯Free recorded webinar by Pedro Ribeiro

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video #networks_science
πŸ‘1
πŸ“„Multilayer Networks in a Nutshell

πŸ“˜
Journal: Annual Review of Condensed Matter Physics (I.F=23.978)

πŸ—“Publish year: 2018

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Multilayer_Networks
🎞 An Introduction to Social Network Analysis: Part 1

πŸ’₯Free recorded workshop on Social Network Analysis (SNA)

πŸ’₯ Part 1 of the workshop provides an introduction to social network concepts, theories, and substantive problems. A brief history of SNA is given

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video
πŸ“„Open Graph Benchmark: Datasets for Machine Learning on Graphs

πŸ’₯Advances in Neural Information Processing Systems 33 (NeurIPS 2020)

πŸ—“Publish year: 2020

πŸ“Ž Study paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Machine_Learning #Graphs
πŸ‘1
πŸ“„Multilayer networks: aspects, implementations, and application in biomedicine

πŸ“˜
Journal: Big Data Analytics

πŸ—“Publish year: 2020

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #application #biomedicine
2018_Study_on_centrality_measures_in_social_networks_a_survey.pdf
1.2 MB
πŸ“„Study on centrality measures in social networks: a survey

πŸ“˜Journal: Social Network Analysis and Mining (I.F=3.868)

πŸ—“Publish year: 2018

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Social_Networks #survey #centrality
2015_Network_analysis_for_a_network_disorder_The_emerging_role_of.pdf
1.7 MB
πŸ“„Network analysis for a network disorder: The emerging role of graph theory in the study of epilepsy

πŸ“˜Journal:Epilepsy & Behavior (I.F=2.937)

πŸ—“Publish year: 2015

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #epilepsy
πŸ‘2
πŸ“„Graph Theory in the Information Age

πŸ’₯This article is based on the Noether Lecture given at the
AMS-MAA-SIAM Annual Meeting, January 2009, Washington D. C.

πŸ—“Publish year: 2010

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper
πŸ“„Structure and tie strengths in mobile communication networks

πŸ“˜Journal: PNAS (I.F=11.205)

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #mobile_communication
πŸ“„A Critical Review of Centrality Measures in Social Networks

πŸ“˜Journal: Business & Information Systems Engineering (I.F=4.532)

πŸ—“Publish year: 2010

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Social_Networks #Review #Centrality
🎞 Machine Learning with Graphs: Choice of Graph Representation

πŸ’₯Free recorded course by Jure Leskovec, Computer Science, PhD

πŸ’₯One essential task to consider before we conduct machine learning on graphs is to find an appropriate way to represent the graphs. What are the factors that will affect our choices as to the representations? In this video, we’ll be looking at the different approaches to abstracting graphs: directed vs. undirected, weighted vs. unweighted, homogeneous vs bipartite, and so on.


πŸ“½ Watch

πŸ“œ Slides

πŸ“²Channel: @ComplexNetworkAnalysis

#video #course #Graph #Machine_Learning
πŸ“„Network analysis: A new way of understanding psychopathology?

πŸ“˜Journal: Revista de PsiquiatrΓ­a y Salud Mental(I.F= 6.795)

πŸ—“Publish year: 2017

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #psychopathology
πŸ“„Cut Based Method for Comparing Complex Networks

πŸ“˜Journal: Scientific Reports (I.F=4.996)

πŸ—“Publish year: 2018

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper
2019_Complex_networks_analysis_in_Iran_stock_market_The_application.pdf
886.4 KB
πŸ“„Complex networks analysis in Iran stock market: The application of centrality

πŸ“˜Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.263)

πŸ—“Publish year: 2019

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #centrality
2022_A_review_on_community_structures_detection_in_time_evolving.pdf
1.7 MB
πŸ“„A review on community structures detection in time evolving social networks

πŸ“˜
Journal: Journal of King Saud University - Computer and Information Sciences (I.F=8.839)

πŸ—“Publish year: 2021

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #community #review
🎞 Introduction to Pathway and Network Analysis

πŸ’₯Free recorded lecture by Juri Reimand

πŸ’₯This is the twelfth module in the 2017 High-Throughput Biology: From Sequence to Networks workshop hosted by the Canadian Bioinformatics Workshops at Cold Spring Harbor Labs.

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video #Pathway #networks_science
πŸŽ“A NETWORK ANALYSIS OF COVID-19 IN THE UNITED STATES

πŸ“˜Master’s Thesis, from California Polytechnic State University, San Luis Obispo

πŸ—“Publish year: 2022

πŸ“ŽStudy Thesis

πŸ“²Channel: @ComplexNetworkAnalysis

#Thesis #COVID_19
πŸ‘2
🎞 A Beginners Guide to Network Meta Analysis - Dr Chris Noone

πŸ’₯Free recorded webinar by Dr Chris Noone.

πŸ’₯Through
reference to a recently published example, this webinar will guide attendees through the steps of preparing and conducting a study involving network meta-analysis.

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video #Network_Meta_Analysis