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 …

The human connectome: a complex network

O Sporns - Annals of the new York Academy of Sciences, 2011 - Wiley Online Library
The human brain is a complex network. An important first step toward understanding the
function of such a network is to map its elements and connections, to create a …

Controllability of complex networks

YY Liu, JJ Slotine, AL Barabási - nature, 2011 - nature.com
The ultimate proof of our understanding of natural or technological systems is reflected in
our ability to control them. Although control theory offers mathematical tools for steering …

Background on the institutional analysis and development framework

E Ostrom - Policy studies journal, 2011 - Wiley Online Library
This article provides an overview of the structure and evolution of the Institutional Analysis
and Development (IAD) framework and a short introduction to its use by scholars to analyze …

Robustness of a network of networks

J Gao, SV Buldyrev, S Havlin, HE Stanley - Physical review letters, 2011 - APS
Network research has been focused on studying the properties of a single isolated network,
which rarely exists. We develop a general analytical framework for studying percolation of n …

Flavor network and the principles of food pairing

YY Ahn, SE Ahnert, JP Bagrow, AL Barabási - Scientific reports, 2011 - nature.com
The cultural diversity of culinary practice, as illustrated by the variety of regional cuisines,
raises the question of whether there are any general patterns that determine the ingredient …

A history of graph entropy measures

M Dehmer, A Mowshowitz - Information Sciences, 2011 - Elsevier
This survey seeks to describe methods for measuring the entropy of graphs and to
demonstrate the wide applicability of entropy measures. Setting the scene with a review of …

Small but slow world: How network topology and burstiness slow down spreading

M Karsai, M Kivelä, RK Pan, K Kaski, J Kertész… - Physical Review E …, 2011 - APS
While communication networks show the small-world property of short paths, the spreading
dynamics in them turns out slow. Here, the time evolution of information propagation is …

Scientific collaboration and endorsement: Network analysis of coauthorship and citation networks

Y Ding - Journal of informetrics, 2011 - Elsevier
Scientific collaboration and endorsement are well-established research topics which utilize
three kinds of methods: survey/questionnaire, bibliometrics, and complex network analysis …

Networks and the epidemiology of infectious disease

L Danon, AP Ford, T House, CP Jewell… - Interdisciplinary …, 2011 - Wiley Online Library
The science of networks has revolutionised research into the dynamics of interacting
elements. It could be argued that epidemiology in particular has embraced the potential of …