Signal propagation in complex networks

P Ji, J Ye, Y Mu, W Lin, Y Tian, C Hens, M Perc, Y Tang… - Physics reports, 2023 - Elsevier
Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables the …

Multi-omics approaches to disease

Y Hasin, M Seldin, A Lusis - Genome biology, 2017 - Springer
High-throughput technologies have revolutionized medical research. The advent of
genoty** arrays enabled large-scale genome-wide association studies and methods for …

Network medicine: a network-based approach to human disease

AL Barabási, N Gulbahce, J Loscalzo - Nature reviews genetics, 2011 - nature.com
Given the functional interdependencies between the molecular components in a human cell,
a disease is rarely a consequence of an abnormality in a single gene, but reflects the …

[BOOK][B] Modeling infectious diseases in humans and animals

MJ Keeling, P Rohani - 2008 - books.google.com
For epidemiologists, evolutionary biologists, and health-care professionals, real-time and
predictive modeling of infectious disease is of growing importance. This book provides a …

Vital nodes identification in complex networks

L Lü, D Chen, XL Ren, QM Zhang, YC Zhang, T Zhou - Physics reports, 2016 - Elsevier
Real networks exhibit heterogeneous nature with nodes playing far different roles in
structure and function. To identify vital nodes is thus very significant, allowing us to control …

Finding and evaluating community structure in networks

MEJ Newman, M Girvan - Physical review E, 2004 - APS
We propose and study a set of algorithms for discovering community structure in networks—
natural divisions of network nodes into densely connected subgroups. Our algorithms all …

Exploring complex networks

SH Strogatz - nature, 2001 - nature.com
The study of networks pervades all of science, from neurobiology to statistical physics. The
most basic issues are structural: how does one characterize the wiring diagram of a food …

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 …

[BOOK][B] The Black Swan:: The Impact of the Highly Improbable: With a new section:" On Robustness and Fragility"

NN Taleb - 2010 - books.google.com
The most influential book of the past seventy-five years: a groundbreaking exploration of
everything we know about what we don't know, now with a new section called “On …

Error and attack tolerance of complex networks

R Albert, H Jeong, AL Barabási - nature, 2000 - nature.com
Many complex systems display a surprising degree of tolerance against errors. For example,
relatively simple organisms grow, persist and reproduce despite drastic pharmaceutical or …