Network Analysis Resources & Updates
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🎞 Network Analysis
💥Free recorded webinar by Valentina Kuskova, PhD, academic supervisor of HSE University's online Master of Data & Network Analytics (MDNA) degree program
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #webinar
🎞 Social Network Analysis of Signed Networks with Reddit and Twitter data
💥Free recorded Bootcamp
💥Social Media Lab’s Computational Social Science (CSS) Bootcamp (Summer 2021 Edition) to learn how to use Communalytic, a new research tool designed to study online communities and online discourse.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Reddit_data #Twitter_data
Repost from Bioinformatics
📑A systematic survey of centrality measures for protein-protein interaction networks
📘Journal: BMC Systems Biology
🗓Publish year: 2018
📎 Study the paper
📲Channel: @Bioinformatics
#review #ppi #centrality
📄Social Network Analysis: ‘How to guide’
🗓Publish year: 2016
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_Network
📄Centrality in affiliation networks
📘Journal: Social Networks(I.F=3.406)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality
🎞 Network Analysis
💥Free recorded lectures
🔹(1) Theory and Concept
🔹(2) Practice Using igraph and Gephi
📽 Watch: part1 part2
📲Channel: @ComplexNetworkAnalysis
#video #lecture #Gephi #igraph
📄Nine quick tips for analyzing network data
📘Journal: PLoS Comput Biol (I.F=4.475)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📄Network Analysis in the Social Sciences
📘Journal: SCIENCE (I.F=47.728)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_Sciences
📕Handbook of Graph Drawing and Visualization
💥Free Book by Roberto Tamassia
📎 Study the book
📲Channel: @ComplexNetworkAnalysis
#book #Graph
🎞 Machine Learning with Graphs: Traditional Feature-based Methods
💥Free recorded course by Jure Leskovec, Computer Science, PhD
💥Traditional Feature-based Methods: Node-level features ,Link-level features ,Graph-level features
📽 Watch: part1 part2 part3
📜 Slides
💻Codes: code1 code2
📲Channel: @ComplexNetworkAnalysis
#video #course #Graph #Machine_Learning #code #python
📄Network analysis of multivariate data in psychological science
📘Journal: Nature Reviews Methods Primers (Nat Rev Methods Primers)
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #psychological_science
📄Centrality Analysis Methods for Biological Networks and Their Application to Gene Regulatory Networks
📘Journal: SAGE(I.F=1.356)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality #Biological_Networks #Gene_Regulatory_Networks
📄A Survey on Network Embedding
📘Journal: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING(I.F=9.235)
🗓Publish year: 2017
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Embedding #survey
📄Link Prediction on Complex Networks: An Experimental Survey
📘Journal: DATA SCIENCE AND ENGINEERING
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #survey
📕 Analysis of Biological Networks
📎 Study the book
📱Channel: @ComplexNetworkAnalysis
#book #Biological_Networks
📕 Analysis of Biological Networks
📎 Study the book
📱Channel: @ComplexNetworkAnalysis
#book #Biological_Networks
🎞 A Beginners Guide to Network Meta Analysis - Dr Chris Noone
💥Free recorded webinar by Dr Chris Noone.
💥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.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Network_Meta_Analysis
🎓A NETWORK ANALYSIS OF COVID-19 IN THE UNITED STATES
📘Master’s Thesis, from California Polytechnic State University, San Luis Obispo
🗓Publish year: 2022
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #COVID_19
🎞 Introduction to Pathway and Network Analysis
💥Free recorded lecture by Juri Reimand
💥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.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Pathway #networks_science
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