Network Analysis Resources & Updates
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🎞 Consul and Complex Networks

πŸ’₯Free recorded course by James Phillips, Consul Lead at HashiCorp

πŸ’₯A systematic overview of Consul's different network models, how they work, what kind of use cases they serve, and how prepared queries can help provide glue to keep service discovery simple across all.

πŸ“½ Watch

πŸ“²Channel: @ComplexNetworkAnalysis

#video #course #Consul
πŸ‘2
πŸ“„Network-based machine learning and graph theory algorithms for precision oncology

πŸ“˜Journal: npj Precision Oncology(I.F=10.092)

πŸ—“Publish year: 2017

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #machine_Learning #graph
πŸ“„Complex network approaches to nonlinear time series analysis

πŸ“˜Journal: Physics Reports (I.F=25.6)

πŸ—“Publish year: 2019

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #time_series
🎞 Machine Learning with Graphs: Applications of Graph ML

πŸ’₯Free recorded course by Jure Leskovec, Computer Science, PhD

πŸ’₯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.


πŸ“½ Watch

πŸ“œ Slides

πŸ’»Codes: part1 part2

πŸ“²Channel: @ComplexNetworkAnalysis

#video #course #Graph #Machine_Learning #code #python
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πŸ“„New perspectives on analysing data from biological collections based on social network analytics

πŸ“˜
Journal: Scientific Reports (I.F=4.996)

πŸ—“Publish year: 2020

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #biological
πŸ“„Applications of network analysis to routinely collected health care data: a systematic review

πŸ“˜
Journal: Journal of the American Medical Informatics Association (I.F=7.942)

πŸ—“Publish year: 2018

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Applications #health_care #review
πŸŽ“Analysis of the Structural Properties and Scalability of Complex Networks

πŸ“˜A DISSERTATION SUBMITTED TO THE FACULTY OF THE GRADUATE SCHOOL OF THE UNIVERSITY OF MINNESOTA

πŸ—“Publish year: 2018

πŸ“ŽStudy dissertation

πŸ“±Channel: @ComplexNetworkAnalysis
#dissertation #scalability
🎞 A GENTLE INTRODUCTION TO THE WORLD OF NETWORK SCIENCE

πŸ’₯Free recorded webinar by Pedro Ribeiro

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video #networks_science
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πŸ“„Multilayer Networks in a Nutshell

πŸ“˜
Journal: Annual Review of Condensed Matter Physics (I.F=23.978)

πŸ—“Publish year: 2018

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Multilayer_Networks
🎞 An Introduction to Social Network Analysis: Part 1

πŸ’₯Free recorded workshop on Social Network Analysis (SNA)

πŸ’₯ Part 1 of the workshop provides an introduction to social network concepts, theories, and substantive problems. A brief history of SNA is given

πŸ“½ Watch

πŸ“±Channel: @ComplexNetworkAnalysis

#video
πŸ“„Open Graph Benchmark: Datasets for Machine Learning on Graphs

πŸ’₯Advances in Neural Information Processing Systems 33 (NeurIPS 2020)

πŸ—“Publish year: 2020

πŸ“Ž Study paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Machine_Learning #Graphs
πŸ‘1
πŸ“„Multilayer networks: aspects, implementations, and application in biomedicine

πŸ“˜
Journal: Big Data Analytics

πŸ—“Publish year: 2020

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #application #biomedicine
2018_Study_on_centrality_measures_in_social_networks_a_survey.pdf
1.2 MB
πŸ“„Study on centrality measures in social networks: a survey

πŸ“˜Journal: Social Network Analysis and Mining (I.F=3.868)

πŸ—“Publish year: 2018

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #Social_Networks #survey #centrality
2015_Network_analysis_for_a_network_disorder_The_emerging_role_of.pdf
1.7 MB
πŸ“„Network analysis for a network disorder: The emerging role of graph theory in the study of epilepsy

πŸ“˜Journal:Epilepsy & Behavior (I.F=2.937)

πŸ—“Publish year: 2015

πŸ“ŽStudy paper

πŸ“²Channel: @ComplexNetworkAnalysis
#paper #epilepsy
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