Multilayer network simplification: approaches, models and methods
Multilayer networks have been widely used to represent and analyze systems of
interconnected entities where both the entities and their connections can be of different …
interconnected entities where both the entities and their connections can be of different …
Detecting informative higher-order interactions in statistically validated hypergraphs
Recent empirical evidence has shown that in many real-world systems, successfully
represented as networks, interactions are not limited to dyads, but often involve three or …
represented as networks, interactions are not limited to dyads, but often involve three or …
The atlas for the aspiring network scientist
M Coscia - arXiv preprint arXiv:2101.00863, 2021 - arxiv.org
Network science is the field dedicated to the investigation and analysis of complex systems
via their representations as networks. We normally model such networks as graphs: sets of …
via their representations as networks. We normally model such networks as graphs: sets of …
A pólya urn approach to information filtering in complex networks
R Marcaccioli, G Livan - Nature communications, 2019 - nature.com
The increasing availability of data demands for techniques to filter information in large
complex networks of interactions. A number of approaches have been proposed to extract …
complex networks of interactions. A number of approaches have been proposed to extract …
An evaluation tool for backbone extraction techniques in weighted complex networks
Networks are essential for analyzing complex systems. However, their growing size
necessitates backbone extraction techniques aimed at reducing their size while retaining …
necessitates backbone extraction techniques aimed at reducing their size while retaining …
The structured backbone of temporal social ties
In many data sets, information on the structure and temporality of a system coexists with
noise and non-essential elements. In networked systems for instance, some edges might be …
noise and non-essential elements. In networked systems for instance, some edges might be …
Italian Twitter semantic network during the Covid-19 epidemic
The Covid-19 pandemic has had a deep impact on the lives of the entire world population,
inducing a participated societal debate. As in other contexts, the debate has been the …
inducing a participated societal debate. As in other contexts, the debate has been the …
Identifying sinks and sources of human flows: A new approach to characterizing urban structures
T Aoki, S Fujishima, N Fujiwara - Environment and Planning …, 2024 - journals.sagepub.com
Human flow data are rich behavioral data relevant to people's decision-making regarding
where to live, work, go shopping, etc., and provide vital information for identifying city …
where to live, work, go shopping, etc., and provide vital information for identifying city …
Extracting the signed backbone of intrinsically dense weighted networks
Networks provide useful tools for analysing diverse complex systems from natural, social
and technological domains. Growing size and variety of data such as more nodes and links …
and technological domains. Growing size and variety of data such as more nodes and links …
Characterization of interactions' persistence in time-varying networks
F Bauzá Mingueza, M Floría, J Gómez-Gardeñes… - Scientific Reports, 2023 - nature.com
Many complex networked systems exhibit volatile dynamic interactions among their vertices,
whose order and persistence reverberate on the outcome of dynamical processes taking …
whose order and persistence reverberate on the outcome of dynamical processes taking …