Network Analysis Resources & Updates – Telegram
Network Analysis Resources & Updates
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📄How to model a social network with R

💥
Technical paper

💥A brief introduction with examples by R

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #R #code
👍2
📄Visualizing Networks in Python

💥
Technical paper

💥A brief introduction with examples by python

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #python #code #NetworkX
📄A Comprehensive Survey on Community Detection with Deep Learning

📘
Journal: IEEE Transactions on Neural Networks and Learning Systems(I.F=14.255)

🗓Publish year: 2021

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #community_detection #deep_learning #survey
👍1
2021_Nature_inspired_link_prediction_and_community_detection_algorithms.pdf
1.1 MB
📄Nature inspired link prediction and community detection algorithms for social networks: a survey

📘
Journal: International Journal of System Assurance Engineering and Management (I.F: 2.02)

🗓Publish year: 2021

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #survey #linkPrediction #communityDetection
📄Children’s Social Networks and Well-Being

🗓Publish year: 2014

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #Well_Being
Graph Theory and Social Networks.pdf
973.1 KB
📑Graph Theory and Social Networks

📔Booklet
: Kimball Martin

🗓Publish year: 2014

📲Channel: @ComplexNetworkAnalysis
#Booklet #Python #code
📄On community structure in complex networks: challenges and opportunities

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

🗓Publish year: 2019

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper
👍1
2021_Community_detection_in_complex_networks_From_statistical_foundations.pdf
5 MB
📄Community detection in complex networks: From statistical foundations to data science applications

📘
Journal: WIREs Computational Statistics (I.F:3.282)

🗓Publish year: 2021

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #CommunityDetection
🎞 Introduction to Graph Computing

💥Free recorded Lecture by Prof. Yadong Li

💥Graph computing is an innovative technology that allows developers to build applications and systems as directed acyclic graphs (DAGs). Graph computing offers generic solutions to some of the most fundamental challenges in enterprise computing such as scalability, transparency and lineage. In this workshop, we survey the available graph computing tools in Julia, then walk through a few hands-on examples of building real world applications and systems using graph computing.

📽 Watch

📲Channel: @ComplexNetworkAnalysis

#video #Lecture #GraphComputing
📄Deep Learning for Community Detection: Progress, Challenges and Opportunities

📘
Conference: Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence {IJCAI-PRICAI-20}

🗓Publish year: 2020

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #CommunityDetection #DeepLearning
📄Graph neural networks: A review of methods and applications

📘
Journal: AI Open

🗓Publish year: 2020

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #review #applications
📄Statistical Network Analysis: A Review with Applications to the Coronavirus Disease 2019 Pandemic

📘
Journal: International Statistical Institute (I.F=1.946)

🗓Publish year: 2020

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #review #Applications #Coronavirus
📄A Review of Graph and Network Complexity from an Algorithmic Information Perspective

📘
Journal: Entropy (I.F=2.738)

🗓Publish year: 2018

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #review
📄Bipartite Graphs as Models of Complex Networks

🗓Publish year: 2021

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper
📄A Review on Graph Theory in Network and Artificial Intelligence

📘
Conference: International Conference on Robotics and Artificial Intelligence (RoAI) 2020 28-29 December 2020, Chennai, India

🗓Publish year: 2021

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #review #Artificial_Intelligence
🎞 Modeling epidemics on complex networks

💥Free recorded Lecture in Department of Computer Science IIL Ropar

📽 Watch

📲Channel: @ComplexNetworkAnalysis

#video #Lecture
📄Community Detection Methods in Social Network Analysis

📘
Journal: Journal of Computational and Theoretical Nanoscience (I.F=0.488)

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #CommunityDetection