Authors: Christian Deutscher, Marius Ötting, Roland Langrock, Sebastian Gehrmann, Sandra Schneemann, Hendrik Scholten
arXiv
Understanding and predicting how individuals perform in high-pressure situations is of importance in designing and managing workplaces, but also in other areas of society such as disaster management o...
Authors: Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid
arXiv
Affective computing is confronted to high inter-subject variability, in both emotional and physiological responses to a given stimulus. In a stimuli-shared framework, that is to say for different subj...
Authors: Charles Fontaine, Ron D. Frostig, Hernando Ombao
arXiv
This paper intends to develop tools for characterizing non-linear spectral dependence between spontaneous brain signals. We use parametric copula models (both bivariate and vine models) applied on the...
Authors: Elisa Borowski, Jason Soria, Joseph Schofer, Amanda Stathopoulos
arXiv
Mobility resilience refers to the ability of individuals to complete their desired travel despite unplanned disruptions to the transportation system. The potential of new on-demand mobility options, s...
Authors: Karthik Srinivasan, Amit Kumar, Parameshwaran Iyer, Abhinav Joshi
arXiv
Response Surface Methodology (RSM) introduced in the paper (Box & Wilson, 1951) explores the relationships between explanatory and response variables in complex settings and provides a framework to id...
Authors: S. Stanley Young, Warren Kindzierski
arXiv
The US EPA and the WHO claim that PM2.5 is causal of all-cause deaths. Both support and fund research on air quality and health effects. WHO funded a massive systematic review and meta-analyses of air...
Authors: Vincent Valton, Toby Wise, Oliver J. Robinson
arXiv
Hierarchical model fitting has become commonplace for case-control studies of cognition and behaviour in mental health. However, these techniques require us to formalise assumptions about the data-gen...
Authors: Gerard Casey, Bingyu Zhao, Krishna Kumar, Kenichi Soga
arXiv
Traffic congestion across the world has reached chronic levels. Despite many technological disruptions, one of the most fundamental and widely used functions within traffic modelling, the volume delay...
Authors: Sebastian Baumbach, Florian Sachs, Sheraz Ahmed, Andreas Dengel
arXiv
Site selection is one of the most important decisions to be made by companies. Such a decision depends on various factors of sites, including socio-economic, geographical, ecological, as well as speci...
Authors: Jörg Stoye
arXiv
I tentatively re-analyze data from two well-publicized studies on COVID-19, namely the Charité "viral load in children" and the Bonn "seroprevalence in Heinsberg/Gangelt" study, from information avail...
Authors: Shihao Yang, Shaoyang Ning, S. C. Kou
arXiv
For epidemics control and prevention, timely insights of potential hot spots are invaluable. Alternative to traditional epidemic surveillance, which often lags behind real time by weeks, big data from...
Authors: Stefano Maria Iacus, Carlos Santamaria, Francesco Sermi, Spyridon Spyratos, Dario Tarchi, Michele Vespe
arXiv
Mobility data at EU scale can help understand the dynamics of the pandemic and possibly limit the impact of future waves. Still, since a reliable and consistent method to measure the evolution of cont...
Authors: Xueqing Liu, Linbi Hong, Paul Sajda
arXiv
Simultaneous EEG-fMRI is a multi-modal neuroimaging technique that provides complementary spatial and temporal resolution for inferring a latent source space of neural activity. In this paper we addre...
Authors: Jingjing He, Xuefei Guan
arXiv
A Bayesian inference method for problems with small samples and sparse data is presented in this paper. A general type of prior ($\propto 1/σ^{q}$) is proposed to formulate the Bayesian posterior for...
Authors: Joao Couto, Simon Musall, Xiaonan R Sun, Anup Khanal, Steven Gluf, Shreya Saxena, Ian Kinsella, Taiga Abe, John P. Cunningham, Liam Paninski, Anne K Churchland
arXiv
Measurements of neuronal activity across brain areas are important for understanding the neural correlates of cognitive and motor processes like attention, decision-making, and action selection. Howev...