Network Analysis Resources & Updates
3.09K subscribers
861 photos
163 files
1.16K links
Are you seeking assistance or eager to collaborate?
Don't hesitate to dispatch your insights, inquiries, proposals, promotions, bulletins, announcements, and more to our channel overseer. We're all ears!

Contact: @Questioner2
Download Telegram
πŸ“„Studying Fake News via Network Analysis: Detection and Mitigation

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

πŸ“ŽStudy paper

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

πŸ’₯Free recorded workshop from UCR Library
πŸ”ΉIn 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.

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis
#video #Gephi
πŸ‘1
πŸ“„Graph neural networks: A review of methods and applications

πŸ“˜Journal: AI Open(I.F= 14.05)
πŸ—“Publish year: 2020

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #GNN #review
πŸ‘1
πŸ“„A Gentle Introduction to Graph Neural Network

πŸ’₯Technical paper

🌐 Study

πŸ“²Channel: @ComplexNetworkAnalysis

#paper #GNN
Introduction to Neural Networks Using PyTorch.pdf
308.2 KB
πŸ“•Introduction to Neural Networks Using PyTorch

πŸ“Authors: Pradeepta Mishra

πŸ’₯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.

πŸ—“
publish year: 2022
πŸ“–
Study book

πŸ“²Channel: @ComplexNetworkAnalysis

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

πŸ“˜
Journal: EUROPEAN EATING DISORDERS REVIEW (I.F=5.36)
πŸ—“
Publish year: 2021

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #eating_disorders #broaden #psychopathology #symptoms #review
πŸ“„Reversibility of link prediction and its application to epidemic mitigation

πŸ“˜Journal: scientific reports (I.F= 4.379)
πŸ—“Publish year: 2022

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction
πŸ“„Network and Graph Algorithms From Scratch

πŸ’₯Technical paper

🌐 Study

πŸ“²Channel: @ComplexNetworkAnalysis

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

πŸ“˜
Journal: INTERNATIONAL STATISTICAL REVIEW (I.F=1.946)
πŸ—“
Publish year: 2020

πŸ“ŽStudy paper

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

πŸ“˜Journal: Information Systems(I.F=7.453)

πŸ—“Publish year: 2021

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #survey #graph
Social_Network_Theory_in_Construction_Industry_A_Scientometric_Review.pdf
414.4 KB
πŸ“„Social Network Theory in Construction Industry: A Scientometric Review

πŸ“˜Conference: Recent Trends in Civil Engineering

πŸ—“Publish year: 2022

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Review #Social_Network
On Anomaly Detection in Graphs as Node Classification.pdf
467.2 KB
πŸ“„On Anomaly Detection in Graphs as Node Classification

πŸ“˜Conference: Big Data Management and Analysis for Cyber Physical Systems

πŸ—“Publish year: 2022

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #graph
πŸ“„Graph Learning Approaches to Recommender Systems: A Review

πŸ“˜
Journal: Information Retrieval
πŸ—“
Publish year: 2020

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Recommender_Systems #Graph #review
πŸŽ‰1
🎞 Graph Theory: Nearest Neighbor Algorithm (NNA)

πŸ’₯Free recorded tutorial

πŸ”ΉThis tutorial is about Nearest neighbour algorithm, Travelling salesman problem, Heuristic, Hamiltonian path

πŸ“½ Watch

πŸ“²Channel: @ComplexNetworkAnalysis
#video #Graph
πŸ‘1
πŸ“„A Note on Graph-Based Nearest Neighbor Search

πŸ—“Publish year: 2020

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Graph
πŸ‘4
πŸ“„Network Analysis for the Digital Humanities: Principles, Problems, Extensions

πŸ“˜
Journal: ISIS
πŸ—“
Publish year: 2019

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Digital #Humanities #Principles #Problems #Extensions
πŸ“„Network analysis on political election; populist vs social emergent behaviour

πŸ—“Publish year: 2023

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper