Network Analysis Resources & Updates

📄Wide Graph Neural Network 📘Conference: The Eleventh International Conference on Learning Representations(ICLR 2023) 🗓Publish year: 2023 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Graph_Neural_Network #Wide

🎞 Workshop: Centrality and Modularity Analysis in Gephi and Visone 💥Workshop (beginner level) on Centrality and Modularity Analysis in Gephi and Visone by Xiong Huei-Lan (Leiden University) & Song Chen (Bucknell University) at the conference "Historical Network Research in Chinese Studies", Day 2 (24.07.2021). 💻Dataset with materials and videos of the conference 🌐Conference website 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video #Workshop #Centrality #Modularity #Gephi #Visone

📕Network Analysis: Integrating Social Network Theory, Method, and Application with R 🗓Publish year: 2023 📎 Study the book 📱Channel: @ComplexNetworkAnalysis #book #Integrating #Method #Application #R

📄A Review of Graph Neural Networks and Their Applications in Power Systems 🗓Publish year: 2022 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Graph_Neural_Networks #Applications #Power_Systems #Review

📄A survey on bipartite graphs embedding 📘 journal: Social Network Analysis and Mining (SNAM) (I.F=2.8) 🗓Publish year: 2023 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #bipartite #graphs #embedding #survey

📄A survey on bipartite graphs embedding 📘 journal: Social Network Analysis and Mining (SNAM) (I.F=2.8) 🗓Publish year: 2023 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #bipartite #graphs #embedding

📄A survey on bipartite graphs embedding 📘 Joural: Social Network Analysis and Mining (SNAM) (I.F=2.8) 🗓Publish year: 2023 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #bipartite #graphs #embedding

📄Implementation and Analysis of Social Network Graph in Interpersonal Network 📘 journal: Jurnal Ilmu Komputer (JIK) 🗓Publish year: 2020 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Implementation #Graph #Interpersonal_Network

📄Graph Theory and Algorithms for Network Analysis 📘Conference: International Conference on Newer Engineering Concepts and Technology (ICONNECT-2023) 🗓Publish year: 2023 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Graph_Theory #Algorithms

🎞 Knowledge Graphs: The Path to Enterprise — Michael Moore and AI Omar Azhar, EY 💥Free recorded tutorial on Knowledge Graphs: A Path to Organization 🔹Michael Moore, Ph.D. — Executive Director, EY Performance Improvement Advisory, Enterprise Knowledge Graphs + AI Lead, EY and Omar Azhar, M.S. — Manager, EY Financial Services Organization Advisory, AI Strategy and Advanced Analytics COE, EY. 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video #Knowledge_Graphs #Enterprise

Transportation Network Analysis👇👇👇👇👇

🎞 Graph Analytics and Graph-based Machine Learning 💥Free recorded course by Clair Sullivan 💥Machine learning has traditionally revolved around creating models around data that is characterized by embeddings attributed to individual observations. However, this ignores a signal that could potentially be very strong: the relationships between data points. Network graphs provide great opportunities for identifying relationships that we may not even realize exist within our data. Further, a variety of methods exist to create embeddings of graphs that can enrich models and provide new insights. In this talk we will look at some examples of common ML problems and demonstrate how they can take advantage of graph analytics and graph-based machine learning. We will also demonstrate how graph embeddings can be used to enhance existing ML pipelines. 📽 Watch 📲Channel: @ComplexNetworkAnalysis #video #course #Graph #Machine_Learning

🎞 Graph Analytics and Graph-based Machine Learning 💥Free recorded course by Clair Sullivan 📽 Watch 📲Channel: @ComplexNetworkAnalysis #video #course #Graph #Machine_Learning

📄Graph Learning and Its Applications: A Holistic Survey 🗓Publish year: 2023 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper #Survey #Survey #Applications

📄Graph Neural Networks and Their Current Applications in Bioinformatics 📘journal: Frontiers in Genetics 🗓Publish year: 2021 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Graph_Neural_Networks #Application #Bioinformatics

📄Gephi Tutorial: How to use it for Network Analysis? 💥Technical paper 💥If you would like to get your hands dirty with some ONA software, we have prepared a simple Gephi tutorial to help you do basic organizational network analysis on a sample dataset. When you do it yourself, you get a better understanding of the logic of the analysis, the opportunities and limitations this open-source software provides, and a more meaningful interpretation of results, by using your context knowledge to better understand what the network statistics mean for the organizat . 🌐 Study 📲Channel: @ComplexNetworkAnalysis #paper #Graph #Gephi #Tutorial

📄Graph Viz: Exploring, Analyzing, and Visualizing Graphs and Networks with Gephi and ChatGPT 💥Technical paper 🌐 Study 📲Channel: @ComplexNetworkAnalysis #paper #Graph #Gephi #ChatGPT

📄Graphs in computer graphics 🗓Publish year: 2023 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Graphs #computer_graphics

🎓Embedding of Dynamical Networks 📘Phd’s Dissertation, at the Engineering and Maths RMIT University 🗓Publish year: 2022 📎Study Dissertation 📲Channel: @ComplexNetworkAnalysis #Dissertation #Graph #Embedding