Network Analysis Resources & Updates – Telegram
Network Analysis Resources & Updates
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📄Studying Fake News via Network Analysis: Detection and Mitigation

📘
In book: Emerging Research Challenges and Opportunities in Computational Social Network Analysis and Mining (pp.43-65)
🗓Publish year: 2018

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Fake_News #Detection #Mitigation
🎞 Getting Started with Network Data Using Gephi

💥Free recorded workshop from UCR Library
🔹In this workshop, you'll become familiar with essential vocabulary and concepts related to network graphs and network analysis while gaining experience with Gephi's interface and tools for analyzing and visualizing networks.

📽 Watch

📱Channel: @ComplexNetworkAnalysis
#video #Gephi
👍1
📄Graph neural networks: A review of methods and applications

📘Journal: AI Open(I.F= 14.05)
🗓Publish year: 2020

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #GNN #review
👍1
📄A Gentle Introduction to Graph Neural Network

💥Technical paper

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #GNN
Introduction to Neural Networks Using PyTorch.pdf
308.2 KB
📕Introduction to Neural Networks Using PyTorch

📝Authors: Pradeepta Mishra

💥Deep neural network–based models are gradually becoming the backbone for artificial intelligence and machine learning implementations. The future of data mining will be governed by the usage of artificial neural network–based advanced modeling techniques. One obvious question is why neural networks are only now gaining so much importance, because they were invented in 1950s.

🗓
publish year: 2022
📖
Study book

📲Channel: @ComplexNetworkAnalysis

#book #Python #code
👍2
2021_A_systematic_review_of_network_analysis_studies_in_eating_disorders.pdf
533.5 KB
📄A systematic review of network analysis studies in eating disorders: Is time to broaden the core psychopathology to non specific symptoms

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Journal: EUROPEAN EATING DISORDERS REVIEW (I.F=5.36)
🗓
Publish year: 2021

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #eating_disorders #broaden #psychopathology #symptoms #review
📄Reversibility of link prediction and its application to epidemic mitigation

📘Journal: scientific reports (I.F= 4.379)
🗓Publish year: 2022

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction
📄Network and Graph Algorithms From Scratch

💥Technical paper

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #Graph #code #python
2020_Statistical Network Analysis A Review.pdf
875.3 KB
📄Statistical Network Analysis: A Review with Applications to the Coronavirus Disease 2019 Pandemic

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Journal: INTERNATIONAL STATISTICAL REVIEW (I.F=1.946)
🗓
Publish year: 2020

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Application #Coronavirus #review
2021_A_survey_on_graph_based_methods_for_similarity_searches_in.pdf
1.6 MB
📄A survey on graph-based methods for similarity searches in metric spaces

📘Journal: Information Systems(I.F=7.453)

🗓Publish year: 2021

📲Channel: @ComplexNetworkAnalysis
#paper #survey #graph
Social_Network_Theory_in_Construction_Industry_A_Scientometric_Review.pdf
414.4 KB
📄Social Network Theory in Construction Industry: A Scientometric Review

📘Conference: Recent Trends in Civil Engineering

🗓Publish year: 2022

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Review #Social_Network
On Anomaly Detection in Graphs as Node Classification.pdf
467.2 KB
📄On Anomaly Detection in Graphs as Node Classification

📘Conference: Big Data Management and Analysis for Cyber Physical Systems

🗓Publish year: 2022

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #graph
📄Graph Learning Approaches to Recommender Systems: A Review

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Journal: Information Retrieval
🗓
Publish year: 2020

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Recommender_Systems #Graph #review
🎉1
🎞 Graph Theory: Nearest Neighbor Algorithm (NNA)

💥Free recorded tutorial

🔹This tutorial is about Nearest neighbour algorithm, Travelling salesman problem, Heuristic, Hamiltonian path

📽 Watch

📲Channel: @ComplexNetworkAnalysis
#video #Graph
👍1
📄A Note on Graph-Based Nearest Neighbor Search

🗓Publish year: 2020

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph
👍4
📄Network Analysis for the Digital Humanities: Principles, Problems, Extensions

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Journal: ISIS
🗓
Publish year: 2019

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Digital #Humanities #Principles #Problems #Extensions
📄Network analysis on political election; populist vs social emergent behaviour

🗓Publish year: 2023

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper
2022_Knowledge_Graphs_A_Practical_Review_of_the_Research_Landscape.pdf
510 KB
📄Knowledge Graphs: A Practical Review of the Research Landscape

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Journal: INFORMATION
🗓
Publish year: 2022

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Research #Landscape #review