Network Analysis Resources & Updates

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📄Urban Road Transport Network Analysis: Machine Learning and Social Network Approaches 📘Journal: Communications - Scientific Letters of the University of Zilina 🗓Publish year: 2022 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Transport #Machine_Learning

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🎓A study of visibility graphs for time series representations 📘Bachelor’s Degree Project, from Polytechnic University of Catalonia Faculty of Informatics of Barcelona, Carlos Bergillos Varela 🗓Publish year: 2020 📎Study Thesis 📲Channel: @ComplexNetworkAnalysis #visibility_graph #time_series

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🎞 Network visualization with Gephi 💥Free recorded tutorial 💥 this tutorial Provides a practical demonstration of how to visualize co-authoring networks using Gephi 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video #Gephi

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📄A comparative study of similarity-based and GNN-based link prediction approaches 📘Journal: Information Fusion(I.F=12.975) 🗓Publish year: 2020 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #link_prediction

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🎓Network-based Time series Analysis 📘Master’s Thesis, from SCHOOL OF SCIENCE & TECHNOLOGY, Lampada Kyriaki 🗓Publish year: 2022 📎Study Thesis 📲Channel: @ComplexNetworkAnalysis #Thesis #Data_Science

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📄A survey of heterogeneous information network analysis 📘Journal: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (I.F=9.235) 🗓Publish year: 2015 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #heterogeneous #survey

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🎞Creating Co-authorship Networks with Sci2 💥Free recorded course 💥This course introduces the basic concept of network science and provides a practical demonstration of how to create co-authored networks from Web of Science data using the Science of Science (Sci2) tool 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video #paper #Co_authorship_Network

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📄A Survey on Network Embedding 📘Journal: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (I.F=9.235) 🗓Publish year: 2017 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Embedding #survey

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📄The four dimensions of social network analysis: An overview of research methods, applications, and software tools 📘Journal: Information Fusion(I.F=12.975) 🗓Publish year: 2020 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #social_network #tool #application

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📄Graph Computing Systems and Partitioning Techniques: A Survey 📘Journal: IEEE Access(I.F=3.476) 🗓Publish year: 2022 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #Survey

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📄Network analysis of the UK reinsurance market 📘Journal: Bank of England Staff Working Paper No. 1,000 🗓Publish year: 2022 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #market

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📕What is Social Network Analysis? 📝Authors: Scott, John 💥 This book introduces the non-specialist reader to the principal ideas, nature and purpose of social network analysis. Social networks operate on many levels, from families up to the level of nations, and play a critical role in determining the way problems are solved, organizations are run, and the degree to which individuals achieve their goals. Social network theory maps these relationships between individual actors. Though relatively new on the scene it has become hugely influential across the social sciences. Assuming no prior knowledge of quantitative sociology, this book presents the key ideas in context through examples and illustrations. 📎 Study the book 📲Channel: @ComplexNetworkAnalysis #book #Social_Network

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📄Metrics for Community Analysis: A Survey 📘Conference= International Conference on Computational Intelligence and Communication Networks (CICN) 🗓Publish year: 2016 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Community #survey

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📄Graph mining: A survey of graph mining techniques 📘Conference: Seventh International Conference on Digital Information Management (ICDIM 2012) 🗓Publish year: 2012 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #survey #mining

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📄Complex-network-based traffic network analysis and dynamics: A comprehensive review 📘Journal: Physica A: Statistical Mechanics and its Applications (I.F= 3.95) 🗓Publish year: 2022 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #review #traffic_network

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📄Social networks and information retrieval, how are they converging? A survey, a taxonomy and an analysis of social information retrieval approaches and platforms 📘Journal: Information systems (I.F=3.18) 🗓Publish year: 2016 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #converging #taxonomy #platforms #survey

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🎞 Network Analysis. Lecture 1. Introduction to Network Science 💥Free recorded tutorial on network science 💥Introduction to network science. Complex networks. Examples. Main properties. Scale-free networks. Small world. Six degrees of separation. Milgram study 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video

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📄Metrics for graph comparison: A practitioner’s guide 📘Journal: PLOS ONE (I.F= 3.752 ) 🗓Publish year: 2020 📎Study paper 📲Channel: @ComplexNetworkAnalysis #paper #compare

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📄Community detection in node-attributed social networks: A survey 📘Journal: COMPUTER SCIENCE REVIEW (I.F=8.757) 🗓Publish year: 2020 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Community #survey

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🎞Social Network Analysis: Network research design 💥Free recorded tutorial 💥In this video, how to design social network analysis research is introduced 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video #research #design