📕 Network Analysis: Methodological Foundations

🌐 Download the ebook

📲Channel: @ComplexNetworkAnalysis

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🎞 Power law and scale-free networks.

💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov.

💥Power law distribution. Scale-free networks.Pareto distribution, normalization, moments. Zipf law. Rank-frequency plot.

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📑Lecture

📲Channel: @ComplexNetworkAnalysis

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📄A Survey of Link Prediction in Complex Networks

🗓Publish year: 2016

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Survey #linkprediction

📄Complex Networks in Manufacturing and Logistics: A Retrospect

📘 Book: Dynamics in Logistics

🗓Publish year: 2021

📎Study paper

📲Channel: @ComplexNetworkAnalysis
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📄A complex network approach to time series analysis with application in diagnosis of neuromuscular disorders

🗓Publish year: 2021

📎Study paper

📲Channel: @ComplexNetworkAnalysis
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🎬Introduction to Biological Network Analysis
👩‍🏫Mini Courses from Donna Slonim at Tufts University

Session 1: Network Basics and Properties
Session 2: From Graphs to Function
Session 3: Identifying Network Modules
Session 4: Network Alignment and Querying

📲Channel: @Bioinformatics

📄 Seven-Layer Model in Complex Networks Link Prediction: A Survey

📘Journal: Sensors (I.F=3.576)

🗓Publish year: 2020

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #survey #linkprediction

🎞 Introduction to Social Network Analysis [4/5]: Graph Interpretation

💥Free recorded workshop by Martin Grandjean (Université de Lausanne) at the Conference HNR+ResHist2021 Conference "Historical Networks - Réseaux Historiques - Historische Netzwerke co-organised by HNR and ResHist.

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📲Channel: @ComplexNetworkAnalysis

#video #workshop

📄 Network analysis of protein interaction data

💥Free course From EMBL-EBI

💥This course provides an introduction to the theory and concepts of network analysis. It explores some of the features of protein-protein interaction networks and their implications for biology. Finally, the course discusses the tools and strategies that can be used to build and analyse biological networks.

📎Study course

📲Channel: @ComplexNetworkAnalysis

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📕Gephi Cookbook

📥 (PDF): Free download

📱Channel: @ComplexNetworkAnalysis

#book #Gephi

🎞 Random graphs

💥Free recorded Lecture by Prof. Leonid Zhukov, Ilya Makarov.

💥Erdos-Reni random graph model. Poisson and Bernulli distributions. Distribution of node degrees. Phase transition, gigantic connected component. Diameter and cluster coefficient. Configuration model.

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📑 Lecture

📲Channel: @ComplexNetworkAnalysis

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Complex Networks in Software, Knowledge, and Social Systems
👇👇👇👇👇

📕Complex Networks in Software, Knowledge, and Social Systems

📱Channel: @ComplexNetworkAnalysis

#book #social_system

📄The igraph software package for complex network research

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #igraph

📄On community structure in complex networks: challenges and opportunities

📘Journal: Applied Network Science volume (I.F=2.65)

🗓Publish year: 2019

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper

📄Social Network Analysis Visualization Tools: A Comparative Review

📘Conference: 2020 IEEE 23rd International Multitopic Conference (INMIC)

🗓Publish year: 2020

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #review

📑Application of social network analysis to COVID-19 data

🖇 Read the paper

📲Channel: @Bioinformatics

📄A Review on Social Network Analysis Methods and Algorithms

📘Conference: 13th International Conference on Computational Intelligence and Communication Networks

🗓Publish year: 2021

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #review

📄The functional complex network approach to foster forest resilience to global changes

📘Journal: Forest Ecosystems (I.F=3.645)

🗓Publish year: 2019

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper

📄Dynamic Properties of Foreign Exchange Complex Network

📘Journal: Mathematics (I.F=1.42)

🗓Publish year: 2019

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper

📄Network approaches for modeling the effect of drugs and diseases

📘Journal: Briefings in Bioinformatics (I.F=11.9)

🗓Publish year: 2022

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper