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🎞 Introduction to Pathway and Network Analysis
💥Free recorded lecture by Juri Reimand
💥This is the twelfth module in the 2017 High-Throughput Biology: From Sequence to Networks workshop hosted by the Canadian Bioinformatics Workshops at Cold Spring Harbor Labs.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Pathway #networks_science
🎞 Introduction to Pathway and Network Analysis
💥Free recorded lecture is by Juri Reimand from the Ontario Institute for Cancer Research
💥This is the twelfth module in the 2017 High-Throughput Biology: From Sequence to Networks workshop hosted by the Canadian Bioinformatics Workshops at Cold Spring Harbor Labs.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Pathway #networks_science
📄A review on community structures detection in time evolving social networks
📘Journal: Journal of King Saud University - Computer and Information Sciences (I.F=8.839)
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #community #review
📄Complex networks analysis in Iran stock market: The application of centrality
📘Journal: Physica A: Statistical Mechanics and its Applications (I.F=3.263)
🗓Publish year: 2019
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #centrality
📄Cut Based Method for Comparing Complex Networks
📘Journal: Scientific Reports (I.F=4.996)
🗓Publish year: 2018
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper
📄Network analysis: A new way of understanding psychopathology?
📘Journal: Revista de Psiquiatría y Salud Mental(I.F= 6.795)
🗓Publish year: 2017
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #psychopathology
🎞 Machine Learning with Graphs: Choice of Graph Representation
💥Free recorded course by Jure Leskovec, Computer Science, PhD
💥One essential task to consider before we conduct machine learning on graphs is to find an appropriate way to represent the graphs. What are the factors that will affect our choices as to the representations? In this video, we’ll be looking at the different approaches to abstracting graphs: directed vs. undirected, weighted vs. unweighted, homogeneous vs bipartite, and so on.
📽 Watch
📜 Slides
📲Channel: @ComplexNetworkAnalysis
#video #course #Graph #Machine_Learning
📄A Critical Review of Centrality Measures in Social Networks
📘Journal: Business & Information Systems Engineering (I.F=4.532)
🗓Publish year: 2010
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Social_Networks #Review #Centrality
📄Structure and tie strengths in mobile communication networks
📘Journal: PNAS (I.F=11.205)
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #mobile_communication
📄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
📄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
