Percolation on complex networks: Theory and application

M Li, RR Liu, L Lü, MB Hu, S Xu, YC Zhang - Physics reports, 2021 - Elsevier
In the last two decades, network science has blossomed and influenced various fields, such
as statistical physics, computer science, biology and sociology, from the perspective of the …

Explosive phenomena in complex networks

RM D'Souza, J Gómez-Gardenes, J Nagler… - Advances in …, 2019 - Taylor & Francis
The emergence of large-scale connectivity and synchronization are crucial to the structure,
function and failure of many complex socio-technical networks. Thus, there is great interest …

[КНИГА][B] Introduction to random graphs

A Frieze, M Karoński - 2015 - books.google.com
From social networks such as Facebook, the World Wide Web and the Internet, to the
complex interactions between proteins in the cells of our bodies, we constantly face the …

[КНИГА][B] Foundations of data science

A Blum, J Hopcroft, R Kannan - 2020 - books.google.com
This book provides an introduction to the mathematical and algorithmic foundations of data
science, including machine learning, high-dimensional geometry, and analysis of large …

[КНИГА][B] Social and economic networks

MO Jackson - 2008 - nber.org
Social'and'Economic' Networks' Page 1 Social'and'Economic' Networks' ! ! ! ! ! ! ! Matthew O.
Jackson Copyright: Matthew O. Jackson 2014 Please do not post or distribute without …

[PDF][PDF] The igraph software

G Csardi, T Nepusz - Complex syst, 2006 - researchgate.net
Aim: This study aims to identify pyroptosis-related genes (PRGs), their functional immune
characteristics, and distinct pyroptosis-related clusters in periodontitis. Methods …

The structure and function of complex networks

MEJ Newman - SIAM review, 2003 - SIAM
Inspired by empirical studies of networked systems such as the Internet, social networks,
and biological networks, researchers have in recent years developed a variety of techniques …

Statistical mechanics of complex networks

R Albert, AL Barabási - Reviews of modern physics, 2002 - APS
Complex networks describe a wide range of systems in nature and society. Frequently cited
examples include the cell, a network of chemicals linked by chemical reactions, and the …

Complex networks: Structure and dynamics

S Boccaletti, V Latora, Y Moreno, M Chavez… - Physics reports, 2006 - Elsevier
Coupled biological and chemical systems, neural networks, social interacting species, the
Internet and the World Wide Web, are only a few examples of systems composed by a large …

Network motifs: simple building blocks of complex networks

R Milo, S Shen-Orr, S Itzkovitz, N Kashtan, D Chklovskii… - Science, 2002 - science.org
Complex networks are studied across many fields of science. To uncover their structural
design principles, we defined “network motifs,” patterns of interconnections occurring in …