Network analysis of multivariate data in psychological science

D Borsboom, MK Deserno, M Rhemtulla… - Nature Reviews …, 2021 - nature.com
In recent years, network analysis has been applied to identify and analyse patterns of
statistical association in multivariate psychological data. In these approaches, network …

Foundations of complexity economics

WB Arthur - Nature Reviews Physics, 2021 - nature.com
Conventional, neoclassical economics assumes perfectly rational agents (firms, consumers,
investors) who face well-defined problems and arrive at optimal behaviour consistent with …

[HTML][HTML] Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence

A Holzinger, M Dehmer, F Emmert-Streib, R Cucchiara… - Information …, 2022 - Elsevier
Medical artificial intelligence (AI) systems have been remarkably successful, even
outperforming human performance at certain tasks. There is no doubt that AI is important to …

The physical frailty syndrome as a transition from homeostatic symphony to cacophony

LP Fried, AA Cohen, QL Xue, J Walston… - Nature aging, 2021 - nature.com
Frailty in aging marks a state of decreased reserves resulting in increased vulnerability to
adverse outcomes when exposed to stressors. This Perspective synthesizes the evidence …

Traffic flow prediction via spatial temporal graph neural network

X Wang, Y Ma, Y Wang, W Jin, X Wang, J Tang… - Proceedings of the web …, 2020 - dl.acm.org
Traffic flow analysis, prediction and management are keystones for building smart cities in
the new era. With the help of deep neural networks and big traffic data, we can better …

Weaponized interdependence: How global economic networks shape state coercion

H Farrell, AL Newman - International security, 2019 - direct.mit.edu
Liberals claim that globalization has led to fragmentation and decentralized networks of
power relations. This does not explain how states increasingly “weaponize …

Modal analysis of fluid flows: Applications and outlook

K Taira, MS Hemati, SL Brunton, Y Sun, K Duraisamy… - AIAA journal, 2020 - arc.aiaa.org
THE field of fluid mechanics involves a range of rich and vibrant problems with complex
dynamics stemming from instabilities, nonlinearities, and turbulence. The analysis of these …

Communication dynamics in complex brain networks

A Avena-Koenigsberger, B Misic… - Nature reviews …, 2018 - nature.com
Neuronal signalling and communication underpin virtually all aspects of brain activity and
function. Network science approaches to modelling and analysing the dynamics of …

[图书][B] Digital sociology: The reinvention of social research

N Marres - 2017 - books.google.com
This provocative new introduction to the field of digital sociology offers a critical overview of
interdisciplinary debates about new ways of knowing society that are emerging today at the …

Network analysis of depression and anxiety symptom relationships in a psychiatric sample

C Beard, AJ Millner, MJC Forgeard, EI Fried… - Psychological …, 2016 - cambridge.org
BackgroundResearchers have studied psychological disorders extensively from a common
cause perspective, in which symptoms are treated as independent indicators of an …