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Архив постов
📄Survey on Graph Neural Network Acceleration: An Algorithmic Perspective
📘Journal: Computer Science
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Acceleration #Survey
📄Opinion leader detection: A methodological review
📘Journal: EXPERT SYSTEMS WITH APPLICATIONS (I.F=8.665)
🗓Publish year: 2018
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #leader #review
📄Survey on graph embeddings and their applications to machine learning problems on graphs
📘Journal: PeerJ Computer Science (I.F= 2.41)
🗓Publish year: 2021
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Survey #graph_embedding #Machine_Learning
📄Applications of Graph Neural Networks
💥Technical paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Neural_Networks #GNN
🎞 Graph-Powered Machine Learning
💥Free recorded Lecture
💥Many powerful Machine Learning algorithms are based on graphs, e.g., Page Rank (Pregel), Recommendation Engines (collaborative filtering), text summarization, and other NLP tasks. Also, the recent developments with Graph Neural Networks connect the worlds of Graphs and Machine Learning even further.
Considering data pre-processing and feature engineering which are both vital tasks in Machine Learning Pipelines extends this relationship across the entire ecosystem. In this session, we will investigate the entire range of Graphs and Machine Learning with many practical exercises.
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Lecture #Machine_Learning
📄Linking Network Characteristics of Online Social Networks to Individual Health: A Systematic Review of Literature
📘Journal: Health Communication (I.F= 3.501)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Health #review
📄How to get started with Graph Machine Learning
💥Technical paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Machine_Learning
📄Graph Signal Processing -- Part III: Machine Learning on Graphs, from Graph Topology to Applications
🗓Publish year: 2020
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Signal_Processing #Machine_Learning
📄Social network analysis for social neuroscientists
📘Journal: SOCIAL COGNITIVE AND AFFECTIVE NEUROSCIENCE
(I.F= 4.235)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #neuroscientists
📄Covert Network Construction, Disruption, and Resilience: A Survey
📘Journal: MATHEMATICS (I.F= 2.592)
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Covert_Network #Resilience #Survey
🎓Social network analysis approaches to study crime
📘Doctoral thesis submitted in fulfillment of the requirements for the degree of Doctor of Philosophy in Mathematics and Computational Sciences
🗓Publish year: 2022
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#thesis #crime
📄Social network analysis in Telecom data
📘Journal: Big Data (I.F=10.835)
🗓Publish year: 2019
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Telecom
📄Survey of Graph Neural Networks and Applications
📘Journal: Wireless Communications and Mobile Computing (I.F=2.146)
🗓Publish year: 2022
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Survey #Applications
📄A Survey Of Link Prediction In Social Network Using Deep Learning Approach
📘Journal: International Journal of Scientific & Technology Research
🗓Publish year: 2020
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Deep_Learning
📄Privacy issues in social networks and analysis: a comprehensive survey
📘Journal: IET NETWORKS
🗓Publish year: 2018
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Privacy #survey
📄Graph Neural Networks in IoT: A Survey
📘Journal : Computer Science
🗓Publish year: 2022
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #IoT #survey
Repost from Bioinformatics
👨🏫Network analysis of protein interaction data
💥Free online tutorial from EMBL-EBI
🚪Enter course
📲Channel: @Bioinformatics
📄Link Prediction in Dynamic Social Networks: A Literature Review
📘Conference : 2018 IEEE 5th International Congress on Information Science and Technology (CiSt)
🗓Publish year: 2018
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #review
📄Graph Neural Networks Designed for Different Graph Types: A Survey
📘Journal : Computer Science
🗓Publish year: 2022
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #survey
📄Emerging Topics in Internet Technology: A Complex Networks Approach
📘Journal : INTERNET TECHNOLOGY LETTERS
🗓Publish year: 2017
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Emerging_Topics
