The four dimensions of social network analysis: An overview of research methods, applications, and software tools

D Camacho, A Panizo-LLedot, G Bello-Orgaz… - Information …, 2020 - Elsevier
Social network based applications have experienced exponential growth in recent years.
One of the reasons for this rise is that this application domain offers a particularly fertile …

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 effects of remote work on collaboration among information workers

L Yang, D Holtz, S Jaffe, S Suri, S Sinha… - Nature human …, 2022 - nature.com
Abstract The coronavirus disease 2019 (COVID-19) pandemic caused a rapid shift to full-
time remote work for many information workers. Viewing this shift as a natural experiment in …

[HTML][HTML] New tools for new research in psychiatry: a scalable and customizable platform to empower data driven smartphone research

J Torous, MV Kiang, J Lorme, JP Onnela - JMIR mental health, 2016 - mental.jmir.org
Background: A longstanding barrier to progress in psychiatry, both in clinical settings and
research trials, has been the persistent difficulty of accurately and reliably quantifying …

Epidemic processes in complex networks

R Pastor-Satorras, C Castellano, P Van Mieghem… - Reviews of modern …, 2015 - APS
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …

Opportunities and challenges in the collection and analysis of digital phenoty** data

JP Onnela - Neuropsychopharmacology, 2021 - nature.com
The broad adoption and use of smartphones has led to fundamentally new opportunities for
capturing social, behavioral, and cognitive phenotypes in free-living settings, outside of …

Gemsec: Graph embedding with self clustering

B Rozemberczki, R Davies, R Sarkar… - Proceedings of the 2019 …, 2019 - dl.acm.org
Modern graph embedding procedures can efficiently process graphs with millions of nodes.
In this paper, we propose GEMSEC-a graph embedding algorithm which learns a clustering …

[HTML][HTML] A human interactome in three quantitative dimensions organized by stoichiometries and abundances

MY Hein, NC Hubner, I Poser, J Cox, N Nagaraj… - Cell, 2015 - cell.com
The organization of a cell emerges from the interactions in protein networks. The
interactome is critically dependent on the strengths of interactions and the cellular …

[HTML][HTML] The effect of social networks structure on innovation performance: A review and directions for research

E Muller, R Peres - International Journal of Research in Marketing, 2019 - Elsevier
Research on growth of innovations introduced to the market has gradually shifted its focus
from aggregate-level diffusion to exploring how growth is influenced by a given social …

[KNJIGA][B] Big data: A revolution that will transform how we live, work, and think

V Mayer-Schönberger, K Cukier - 2013 - books.google.com
A revelatory exploration of the hottest trend in technology and the dramatic impact it will
have on the economy, science, and society at large. Which paint color is most likely to tell …