[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics

F Battiston, G Cencetti, I Iacopini, V Latora, M Lucas… - Physics reports, 2020 - Elsevier
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …

The science of science: From the perspective of complex systems

A Zeng, Z Shen, J Zhou, J Wu, Y Fan, Y Wang… - Physics reports, 2017 - Elsevier
The science of science (SOS) is a rapidly develo** field which aims to understand,
quantify and predict scientific research and the resulting outcomes. The problem is …

Personalized subgraph federated learning

J Baek, W Jeong, J **, J Yoon… - … conference on machine …, 2023 - proceedings.mlr.press
Subgraphs of a larger global graph may be distributed across multiple devices, and only
locally accessible due to privacy restrictions, although there may be links between …

A complex network approach to supply chain network theory

EJS Hearnshaw, MMJ Wilson - International Journal of Operations & …, 2013 - emerald.com
The purpose of this paper is to advance supply chain network theory by applying theoretical
and empirical developments in complex network literature to the context of supply chains as …

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 …

[LLIBRE][B] Dynamical processes on complex networks

A Barrat, M Barthelemy, A Vespignani - 2008 - books.google.com
The availability of large data sets has allowed researchers to uncover complex properties
such as large-scale fluctuations and heterogeneities in many networks, leading to the …

Evolutionary dynamics of group interactions on structured populations: a review

M Perc, J Gómez-Gardenes… - Journal of the …, 2013 - royalsocietypublishing.org
Interactions among living organisms, from bacteria colonies to human societies, are
inherently more complex than interactions among particles and non-living matter. Group …

Bipartite network projection and personal recommendation

T Zhou, J Ren, M Medo, YC Zhang - … Review E—Statistical, Nonlinear, and Soft …, 2007 - APS
One-mode projecting is extensively used to compress bipartite networks. Since one-mode
projection is always less informative than the bipartite representation, a proper weighting …

Team assembly mechanisms determine collaboration network structure and team performance

R Guimera, B Uzzi, J Spiro, LAN Amaral - Science, 2005 - science.org
Agents in creative enterprises are embedded in networks that inspire, support, and evaluate
their work. Here, we investigate how the mechanisms by which creative teams self-assemble …

Bipartite graphs in systems biology and medicine: a survey of methods and applications

GA Pavlopoulos, PI Kontou, A Pavlopoulou… - …, 2018 - academic.oup.com
The latest advances in high-throughput techniques during the past decade allowed the
systems biology field to expand significantly. Today, the focus of biologists has shifted from …