More is different in real-world multilayer networks

M De Domenico - Nature Physics, 2023 - nature.com
The constituents of many complex systems are characterized by non-trivial connectivity
patterns and dynamical processes that are well captured by network models. However, most …

The synchronized dynamics of time-varying networks

D Ghosh, M Frasca, A Rizzo, S Majhi, S Rakshit… - Physics Reports, 2022 - Elsevier
Over the past two decades, complex network theory provided the ideal framework for
investigating the intimate relationships between the topological properties characterizing the …

The “online brain”: how the Internet may be changing our cognition

J Firth, J Torous, B Stubbs, JA Firth, GZ Steiner… - World …, 2019 - Wiley Online Library
The impact of the Internet across multiple aspects of modern society is clear. However, the
influence that it may have on our brain structure and functioning remains a central topic of …

[图书][B] Multilayer networks: structure and function

G Bianconi - 2018 - books.google.com
Multilayer networks is a rising topic in Network Science which characterizes the structure
and the function of complex systems formed by several interacting networks. Multilayer …

A network-based explanation of why most COVID-19 infection curves are linear

S Thurner, P Klimek, R Hanel - Proceedings of the National …, 2020 - National Acad Sciences
Many countries have passed their first COVID-19 epidemic peak. Traditional
epidemiological models describe this as a result of nonpharmaceutical interventions …

The structure and dynamics of multilayer networks

S Boccaletti, G Bianconi, R Criado, CI Del Genio… - Physics reports, 2014 - Elsevier
In the past years, network theory has successfully characterized the interaction among the
constituents of a variety of complex systems, ranging from biological to technological, and …

Interconnected multilayer networks: Quantifying connectedness among global stock and foreign exchange markets

GJ Wang, L Wan, Y Feng, C Xie, GS Uddin… - International Review of …, 2023 - Elsevier
This paper proposes a novel interconnected multilayer network framework based on
variance decomposition and block aggregation technique, which can be further served as a …

Multilayer networks

M Kivelä, A Arenas, M Barthelemy… - Journal of complex …, 2014 - academic.oup.com
In most natural and engineered systems, a set of entities interact with each other in
complicated patterns that can encompass multiple types of relationships, change in time and …

Structural reducibility of multilayer networks

M De Domenico, V Nicosia, A Arenas… - Nature communications, 2015 - nature.com
Many complex systems can be represented as networks consisting of distinct types of
interactions, which can be categorized as links belonging to different layers. For example, a …

[HTML][HTML] Unique in the crowd: The privacy bounds of human mobility

YA De Montjoye, CA Hidalgo, M Verleysen… - Scientific reports, 2013 - nature.com
We study fifteen months of human mobility data for one and a half million individuals and
find that human mobility traces are highly unique. In fact, in a dataset where the location of …