📄Application of complex systems topologies in artificial neural networks optimization: An overview

📘Journal: Expert Systems with Applications (I.F= 6.954)
🗓Publish year: 2021

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #biology #link_prediction

📕 Social Network Data Analytics

🌐 Download the ebook

📲Channel: @ComplexNetworkAnalysis

#ebook

📄Random complex networks

📘Journal: National Science Review(I.F= 16.693)

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper

🎞 Order and Disorder in Network Science

💥A recurring theme in the study of complex systems is the emergence of order and disorder in systems. Historically, one can think of the Boltzmann equation, and the irreversible growth of disorder at the macroscopic scale from reversible dynamics at the microscopic scale. Reversely, scientists have been fascinated by the emergence of spatial and temporal patterns in interacting systems. In this talk, I will give a personal view on these two sides within the field of network science, whose combination of order and randomness is at the core of several works on network dynamics and algorithms.

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📱Channel: @ComplexNetworkAnalysis

#video #tutorial

📄 Link prediction potentials for biological networks

📘 Journal: International Journal of Data Mining and Bioinformatics (I.F=0.667)

🗓 Publish year: 2018

📎 Study paper

📱Channel:
@ComplexNetworkAnalysis
#paper #linkprediction #biology

📕 Network Analysis: Methodological Foundations

🌐 Download the ebook

📲Channel: @ComplexNetworkAnalysis

#ebook

🎞 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

#video #Lecture

📄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
#paper

📄A complex network approach to time series analysis with application in diagnosis of neuromuscular disorders

🗓Publish year: 2021

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper

🎬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

#course

📕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

#video #Lecture

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