Network Analysis Resources & Updates - Telegram kanali @complexnetworkanalysis statistikasi va tahlili

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🎞 Machine Learning with Graphs: Neural Subgraph Matching & Counting, Neural Subgraph Matching, Finding Frequent Subgraphs 💥Free recorded course by Jure Leskovec, Computer Science, PhD 💥In this lecture, we will be talking about the problem on subgraph matching and counting. Subgraphs work as building blocks for larger networks, and have the power to characterize and discriminate networks. We first give an introduction on two types of subgraphs - node-induced subgraphs and edge-induced subgraphs. Then we give you an idea how to determine subgraph relation through the concept of graph isomorphism. Finally, we discuss why subgraphs are important, and how we can identify the most informative subgraphs with network significance profile. 📽 Watch: part1 part2 part3 📲Channel: @ComplexNetworkAnalysis #video #course #Graph #Machine_Learning #Subgraph

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📄Introduction to Graph Machine Learning 💥Technical paper 🌐 Study 📲Channel: @ComplexNetworkAnalysis #paper #Graph #Machine_learning

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

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📄Temporal Link Prediction: A Unified Framework, Taxonomy, and Review 🗓Publish year: 2023 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper #Survey #Graph #Applications

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📄Machine Learning Algorithms 💥Technical paper 🌐 Study 📲Channel: @ComplexNetworkAnalysis #paper #Graph #Machine_learning

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📄Graph Neural Network and Some of GNN Applications: Everything You Need to Know 💥Technical paper 🌐 Study 📲Channel: @ComplexNetworkAnalysis #paper #Graph #GNN

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🎞 Benchmarking Graph Neural Network 💥Free recorded tutorial on Benchmarking Graph Neural Network by Xavier Bresson, Yoshua Bengio| ICML Tutorial 🌐 Slides of this video 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video #Graph_Neural_Network

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📄A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications 🗓Publish year: 2023 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Privacy #Graph_Neural_Network #Attacks #Preservation #Applications #Survey

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🎞 GraphVar - Brain Network Analysis - Part 1/2 💥Free recorded tutorial on Brain Network Analysis 🔹This is a demonstration of GraphVar and a walk through implemented functions. Brain Connectivity Toolbox. 📽 Watch 📱Channel: @ComplexNetworkAnalysis #video #Brain_Network

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📄Neural Network Optimization Based on Complex Network Theory: A Survey 📘 journal: MATHEMATICS (I.F=2.3) 🗓Publish year: 2023 📎Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Neural_Network #Optimization #Survey

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📄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

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🎞 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

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

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📄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

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📄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

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📄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

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📄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

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📄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

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📄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

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🎞 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