Authors: Atika Nashirah Hasyyati, Adhi Kurniawan
arXiv
Intangible capital as the result of digitalization and globalization has not been fully measured yet in the economy because of several challenges. The limitation of data sources and the methodological...
Authors: Peng Zhong, Manuela Brunner, Thomas Opitz, Raphaël Huser
arXiv
Extreme precipitation events with large spatial extents may have more severe impacts than localized events as they can lead to widespread flooding. It is debated how climate change may affect the spat...
Authors: Aliza T. Sloan, J. A. Scott Kelso
arXiv
How do human beings make sense of their relation to the world and realize their ability to effect change? Applying modern concepts and methods of coordination dynamics we demonstrate that patterns of...
Authors: Martine J. Barons, Aditi Shenvi
arXiv
For policymakers wishing to make evidence-based decisions, one of the challenges is how to combine the relevant information and evidence in a coherent and defensible manner in order to formulate and e...
Authors: Sophia Sun, Rose Yu
arXiv
Accurate uncertainty measurement is a key step to building robust and reliable machine learning systems. Conformal prediction is a distribution-free uncertainty quantification algorithm popular for it...
Authors: Saed Alizamir, Kasun Bandara, Ali Eshragh, Foaad Iravani
arXiv
We apply classical statistical methods in conjunction with the state-of-the-art machine learning techniques to develop a hybrid interpretable model to analyse 454,897 online customers' behavior for a...
Authors: Pietro Astolfi, Ruben Verhagen, Laurent Petit, Emanuele Olivetti, Silvio Sarubbo, Jonathan Masci, Davide Boscaini, Paolo Avesani
arXiv
A tractogram is a virtual representation of the brain white matter. It is composed of millions of virtual fibers, encoded as 3D polylines, which approximate the white matter axonal pathways. To date,...
Authors: Pol Llagostera, Carles Comas, Matthias Eckardt
arXiv
The statistical analysis of structured spatial point process data where the event locations are determined by an underlying spatially embedded relational system has become a vivid field of research. D...
Authors: Molly G. Hayes, Morgan G. I. Langille, Hong Gu
arXiv
By creating networks of biochemical pathways, communities of micro-organisms are able to modulate the properties of their environment and even the metabolic processes within their hosts. Next-generati...
Authors: Denis Mollison
arXiv
Criteria for a good voting system have been given particularly careful scrutiny in recent years, with general agreement that the core values are fair results, voter power and choice, and local represe...
Authors: Aaron Pache, Mark CW van Rossum
arXiv
When training neural networks for classification tasks with backpropagation, parameters are updated on every trial, even if the sample is classified correctly. In contrast, humans concentrate their le...
Authors: M. Bhattacharjee
arXiv
Recent attacks of various viruses with having deep and extensive impact at a global scale has warranted that microbiome be studied extensively and in a robust analytic framework. Microbiome typically...
Authors: Clara Grazian, Alex McInnes
arXiv
This work examines how the dependence structures between energy futures asset prices differ in two periods identified before and after the 2008 global financial crisis. These two periods were characte...
Authors: Zhiang Xie, Dongwei Chen, Puxi Li
arXiv
Climate change is one of the key topics in climate science. However, previous research has predominantly concentrated on changes in mean values, and few research examines changes in Probability Distri...
Authors: Merat Rezaei, Saad S. Nagi, Chang Xu, Sarah McIntyre, Hakan Olausson, Gregory J. Gerling
arXiv
Brushed stimuli are perceived as pleasant when stroked lightly on the skin surface of a touch receiver at certain velocities. While the relationship between brush velocity and pleasantness has been wi...