Network Analysis Resources & Updates
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πŸ“„Applications of Differential Privacy in Social Network Analysis: A Survey

πŸ“˜Journal: IEEE Transactions on Knowledge and Data Engineering (I.F=9.235)
πŸ—“Publish year: 2021

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Applications #Differential #Privacy #survey
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πŸ“„Networks visualization

πŸ’₯Network diagrams by network tools indicate: Gephi, Gephisto, Cytoscape, NodeXL, Graphia App

πŸ“ŽGephi, Gephisto, Cytoscape, NodeXL, Graphia App

πŸ“²Channel: @ComplexNetworkAnalysis

#paper #tools #visualization #Gephi #Gephisto #Cytoscape #NodeXL #Graphia_App
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πŸ“•Exploratory Social Network Analysis with Pajek

πŸ’₯The book "Exploratory Social Network Analysis with Pajek" by Wouter De Noy, Andrey Mrvar and Vladimir Batagel is dedicated to teaching social network analysis, visualization and application of this knowledge in Pajek. Ultimately, readers will gain the knowledge, skills, and tools to apply social network analysis to a variety of disciplines.

🌐 Read online

πŸ“²Channel: @ComplexNetworkAnalysis

#book #Social_Network
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🎞 Graph Neural Networks and Knowledge Graph Completion

πŸ’₯Free recorded Tutorial by Prof. Soumen Chakrabarti

πŸ’₯Link prediction in social and knowledge graphs : Permutation Invariant and Time Sensitive Deep Representations

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video #Graph_Neural_Networks #knowledge_graphs
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πŸ“‘ Brain network analysis for the discrimination of dementia disorders using electrophysiology signals: A systematic review

πŸ“˜Journal: Frontires in Aging Neuroscience(I.F.=5.702)
πŸ—“Publish year: 2023

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #review #brain #dementia
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πŸ“‘ Social network analysis of COVID-19 transmission in Karnataka, India

πŸ“˜Journal: Epidemiology & Infection (I.F.=4.434)
πŸ—“Publish year: 2020

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Social_network #COVID_19
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2023_A_Comprehensive_Survey_on_Learning_Based_Methods_for_Link_Prediction.pdf
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πŸ“„A Comprehensive Survey on Learning Based Methods for Link Prediction Problem

πŸ“˜Conference : International Conference on Information Systems and Computer Networks (ISCON)
πŸ—“Publish year: 2023

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Learning #Link_Prediction #Problem #survey
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Application Areas of Community Detection A Review.pdf
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πŸ“‘ Application Areas of Community Detection: A Review

πŸ“˜Congress: 2018 International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT)
πŸ—“Publish year: 2018

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Review
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πŸ“„Big data analytics meets social media: A systematic review of techniques, open issues, and future directions

πŸ“˜Conference : Telematics and Informatics (Elsevier)
πŸ—“Publish year: 2021

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Big_data #techniques #open_issues #future #directions #review
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A review of clique-based overlapping community detection.pdf
1.3 MB
πŸ“‘ A review of clique-based overlapping community detection algorithms

πŸ“˜Journal: Knowledge and Information Systems(I.F=2.531)
πŸ—“Publish year: 2022

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Review #clique
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🎞 2022 Keynote: Deep learning with Knowledge Graphs

πŸ’₯Free recorded Tutorial on Deep learning with Knowledge Graphs

πŸ’₯In this talk will discuss recent methodological advancements that automatically learn to encode graph structure into low-dimensional embeddings. will also discuss industrial applications, software frameworks, benchmarks, and challenges with scaling-up graph learning systems

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video #Deep_learning #knowledge_graphs

YouTube
"Graph Neural Networks and Knowledge Graph
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Understanding Ethereum via Graph Analysis.pdf
1.6 MB
πŸ“‘ Understanding Ethereum via Graph Analysis

πŸ“˜Conference: IEEE Conference on Computer Communications
πŸ—“Publish year: 2018

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Ethereum #Graph
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πŸ“„Representation Learning on Graphs: Methods and Applications

πŸ—“Publish year: 2017

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Representation_Learning #Methods #Applications
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πŸ“„From past to present: Spam detection and identifying opinion leaders in social networks

πŸ“˜Journal : SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES
πŸ—“Publish year: 2022

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #past #present #Spam_detection #identifying #opinion #leaders
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2022_A_Review_on_Opinion_Leader_Detection_and_its_Applications.pdf
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πŸ“„A Review on Opinion Leader Detection and its Applications

πŸ“˜Conference: International Conference on Communication and Electronics Systems (ICCES)
πŸ—“Publish year: 2022

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Opinion #Leader #paper #Detection #Applications #Review
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πŸ“„ 20 years of network community detection

πŸ“˜journal: NATURE PHYSICS(I.F=19.684)
πŸ—“Publish year: 2022

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #years #community_detection
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2023_A_survey_on_identification_of_influential_users_in_social_media.pdf
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πŸ“„ A survey on identification of influential users in social media networks using bio inspired algorithms

πŸ“˜journal: Procedia Computer Science
πŸ—“Publish year: 2023

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #identification #influential #users #bio #inspired #algorithms
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Python for Graph and Network AnalysisπŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡
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2017-Python for Graph and Network Analysis.pdf
13 MB
πŸ“•Python for Graph and Network Analysis

πŸ—“Publish year: 2017

πŸ“Ž Study the book

πŸ“±Channel: @ComplexNetworkAnalysis

#book #Python #Graph
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πŸ“‘ Link Prediction on Complex Networks: An Experimental Survey

πŸ“˜journal: Data Science and Engineering (I.F=4.52)
πŸ—“Publish year: 2022

πŸ“Ž Study the paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Survey
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