Network Analysis Resources & Updates
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📄Network analysis for a network disorder: The emerging role of graph theory in the study of epilepsy
📘Journal:Epilepsy & Behavior (I.F=2.937)
🗓Publish year: 2015
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #epilepsy
📄Study on centrality measures in social networks: a survey
📘Journal: Social Network Analysis and Mining (I.F=3.868)
🗓Publish year: 2018
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_Networks #survey #centrality
🎞 Network Motifs
💥Free recorded course
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #course #clustering #motif
📄Multilayer networks: aspects, implementations, and application in biomedicine
📘Journal: Big Data Analytics
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #application #biomedicine
🎙 Methods Matter - Social Network Analysis
💥 free recorded podcast on Social Network Analysis
🎧 listen
📱Channel: @ComplexNetworkAnalysis
#podcast
📄Open Graph Benchmark: Datasets for Machine Learning on Graphs
💥Advances in Neural Information Processing Systems 33 (NeurIPS 2020)
🗓Publish year: 2020
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Machine_Learning #Graphs
🎞 An Introduction to Social Network Analysis: Part 1
💥Free recorded workshop on Social Network Analysis (SNA)
💥 Part 1 of the workshop provides an introduction to social network concepts, theories, and substantive problems. A brief history of SNA is given
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video
📄Multilayer Networks in a Nutshell
📘Journal: Annual Review of Condensed Matter Physics (I.F=23.978)
🗓Publish year: 2018
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Multilayer_Networks
🎞 A GENTLE INTRODUCTION TO THE WORLD OF NETWORK SCIENCE
💥Free recorded webinar by Pedro Ribeiro
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #networks_science
🎓Analysis of the Structural Properties and Scalability of Complex Networks
📘A DISSERTATION SUBMITTED TO THE FACULTY OF THE GRADUATE SCHOOL OF THE UNIVERSITY OF MINNESOTA
🗓Publish year: 2018
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#Dissertation #Scalability
🎓Analysis of the Structural Properties and Scalability of Complex Networks
📘A DISSERTATION SUBMITTED TO THE FACULTY OF THE GRADUATE SCHOOL OF THE UNIVERSITY OF MINNESOTA
🗓Publish year: 2018
📎Study dissertation
📱Channel: @ComplexNetworkAnalysis
#dissertation #scalability
🎓Analysis of the Structural Properties and Scalability of Complex Networks
📘A DISSERTATION SUBMITTED TO THE FACULTY OF THE GRADUATE SCHOOL OF THE UNIVERSITY OF MINNESOTA
🗓Publish year: 2018
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#Dissertation #Scalability
📄Applications of network analysis to routinely collected health care data: a systematic review
📘Journal: Journal of the American Medical Informatics Association (I.F=7.942)
🗓Publish year: 2018
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Applications #health_care #review
🎞 Methods in building and analysing biological networks
💥Free recorded webinar series
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #webinar #biological_networks
📄New perspectives on analysing data from biological collections based on social network analytics
📘Journal: SCIENTIFIC REPORTS (I.F=4.996)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #biological
🎞 Machine Learning with Graphs: Applications of Graph ML
💥Free recorded course by Jure Leskovec, Computer Science, PhD
💥Graph machine learning can be applied in many scenarios, including the tasks of node classification, link prediction, graph classification, etc. Machine Learning at different levels of graphs usually demonstrate powerful capability in many specific tasks in different fields, ranging from protein folding, drug discovery, to recommender system, traffic prediction, among various other tasks.
📽 Watch
📜 Slides
💻Codes: part1 part2
📲Channel: @ComplexNetworkAnalysis
#video #course #Graph #Machine_Learning #code #python
📄Complex network approaches to nonlinear time series analysis
📘Journal: Physics Reports (I.F=25.6)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #time_series
🎞 clustering and motifs
💥Free recorded course
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #course #clustering #motif
📄Complex Network: Facebook friends list
💥Technical paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper
📄Cliques, Clusters and Components
💥Technical paper
💥Social Network Analysis for Startups by Maksim Tsvetovat, Alexander
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Clustering #Graph #Code #Python
