📄INTRODUCTION TO COMPLEX NETWORK ANALYSIS
💥Technical paper
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💥Technical paper
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Medium
INTRODUCTION TO COMPLEX NETWORK ANALYSIS
Complex Network Analysis studies how to recognise, describe, visualise and analyse complex networks. The most prominent way of analysing…
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📄Cliques, Clusters and Components
💥Technical paper
💥Social Network Analysis for Startups by Maksim Tsvetovat, Alexander
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#paper #Clustering #Graph #Code #Python
💥Technical paper
💥Social Network Analysis for Startups by Maksim Tsvetovat, Alexander
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📲Channel: @ComplexNetworkAnalysis
#paper #Clustering #Graph #Code #Python
O’Reilly Online Learning
Social Network Analysis for Startups
Chapter 4. Cliques, Clusters and Components In the previous chapter, we mainly talked about properties of individuals in a social network. In this chapter, we start working with progressively larger … - Selection from Social Network Analysis for Startups…
📄Complex Network: Facebook friends list
💥Technical paper
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💥Technical paper
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Medium
Complex Network: Facebook friends list
A small introduction to complex network analysis and the tools used.
🎞 clustering and motifs
💥Free recorded course
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📲Channel: @ComplexNetworkAnalysis
#video #course #clustering #motif
💥Free recorded course
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#video #course #clustering #motif
YouTube
Social Network Analysis || 02 5B clustering and motifs 20 45
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📄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
📘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.
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💻Codes: part1 part2
📲Channel: @ComplexNetworkAnalysis
#video #course #Graph #Machine_Learning #code #python
💥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.
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📜 Slides
💻Codes: part1 part2
📲Channel: @ComplexNetworkAnalysis
#video #course #Graph #Machine_Learning #code #python
YouTube
Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 1.2 - Applications of Graph ML
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/2XQKRsU
Jure Leskovec
Computer Science, PhD
Graph machine learning can be applied in many scenarios, including the tasks of node…
Jure Leskovec
Computer Science, PhD
Graph machine learning can be applied in many scenarios, including the tasks of node…
👍2
📄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
📘Journal: Scientific Reports (I.F=4.996)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #biological
🎞 Methods in building and analysing biological networks
💥Free recorded webinar series
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#video #webinar #biological_networks
💥Free recorded webinar series
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#video #webinar #biological_networks
YouTube
Methods in building and analysing biological networks
Cells are complex and dynamic systems able to modify their behaviour and their morphology in response to internal or environment-induced cues. Such response is achieved thanks to enzymatic reactions and physical interactions that occur between cellular components…
📄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
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📱Channel: @ComplexNetworkAnalysis
#paper #Applications #health_care #review
📘Journal: Journal of the American Medical Informatics Association (I.F=7.942)
🗓Publish year: 2018
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📱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
📘A DISSERTATION SUBMITTED TO THE FACULTY OF THE GRADUATE SCHOOL OF THE UNIVERSITY OF MINNESOTA
🗓Publish year: 2018
📎Study dissertation
📱Channel: @ComplexNetworkAnalysis
#dissertation #scalability
🎞 A GENTLE INTRODUCTION TO THE WORLD OF NETWORK SCIENCE
💥Free recorded webinar by Pedro Ribeiro
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📱Channel: @ComplexNetworkAnalysis
#video #networks_science
💥Free recorded webinar by Pedro Ribeiro
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#video #networks_science
YouTube
DaSSWeb - 'A GENTLE INTRODUCTION TO THE WORLD OF NETWORK SCIENCE'
Pedro Ribeiro
Assistant Professor at the University of Porto
Assistant Professor at the University of Porto
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📄Multilayer Networks in a Nutshell
📘Journal: Annual Review of Condensed Matter Physics (I.F=23.978)
🗓Publish year: 2018
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📱Channel: @ComplexNetworkAnalysis
#paper #Multilayer_Networks
📘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
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📱Channel: @ComplexNetworkAnalysis
#video
💥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
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📱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
💥Advances in Neural Information Processing Systems 33 (NeurIPS 2020)
🗓Publish year: 2020
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Machine_Learning #Graphs
👍1
🎙 Methods Matter - Social Network Analysis
💥 free recorded podcast on Social Network Analysis
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📱Channel: @ComplexNetworkAnalysis
#podcast
💥 free recorded podcast on Social Network Analysis
🎧 listen
📱Channel: @ComplexNetworkAnalysis
#podcast
YouTube
Methods Matter - Social Network Analysis
The Methods Matter Podcast - from Dementia Researcher & the National Centre for Research Methods. A podcast for people who don't know much about methods...those who do, and those who just want to find news and clever ways to use them in their research.
In…
In…
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📄Multilayer networks: aspects, implementations, and application in biomedicine
📘Journal: Big Data Analytics
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #application #biomedicine
📘Journal: Big Data Analytics
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #application #biomedicine
🎞 Network Motifs
💥Free recorded course
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📲Channel: @ComplexNetworkAnalysis
#video #course #clustering #motif
💥Free recorded course
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📲Channel: @ComplexNetworkAnalysis
#video #course #clustering #motif
YouTube
24 - Network Motifs
Motif, null model, modularity, randomizing networks, bi-fan, feed-forward loop, bi-parallel, feed-back loop, motif clusters, subgraph sampling
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
📘Journal: Social Network Analysis and Mining (I.F=3.868)
🗓Publish year: 2018
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_Networks #survey #centrality
2015_Network_analysis_for_a_network_disorder_The_emerging_role_of.pdf
1.7 MB
📄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
📘Journal:Epilepsy & Behavior (I.F=2.937)
🗓Publish year: 2015
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #epilepsy
👍2
📄Graph Theory in the Information Age
💥This article is based on the Noether Lecture given at the
AMS-MAA-SIAM Annual Meeting, January 2009, Washington D. C.
🗓Publish year: 2010
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
💥This article is based on the Noether Lecture given at the
AMS-MAA-SIAM Annual Meeting, January 2009, Washington D. C.
🗓Publish year: 2010
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📲Channel: @ComplexNetworkAnalysis
#paper
📄Structure and tie strengths in mobile communication networks
📘Journal: PNAS (I.F=11.205)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #mobile_communication
📘Journal: PNAS (I.F=11.205)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #mobile_communication