Network Analysis Resources & Updates – Telegram
Network Analysis Resources & Updates
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🎞 Consul and Complex Networks

💥Free recorded course by James Phillips, Consul Lead at HashiCorp

💥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.

📽 Watch

📲Channel: @ComplexNetworkAnalysis

#video #course #Consul
👍2
📄Network-based machine learning and graph theory algorithms for precision oncology

📘Journal: npj Precision Oncology(I.F=10.092)

🗓Publish year: 2017

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #machine_Learning #graph
📄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
🎞 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
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📄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
📄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
🎓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
📄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
🎞 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
📄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
👍1
📄Multilayer networks: aspects, implementations, and application in biomedicine

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Journal: Big Data Analytics

🗓Publish year: 2020

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #application #biomedicine
2018_Study_on_centrality_measures_in_social_networks_a_survey.pdf
1.2 MB
📄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