The joint probability of two or more variables being “extreme” is relevant in Flood and Coastal Risk Management (FCRM) in various contexts, including: Assessing the likelihood of extreme peak flow ...

Download all of the new 30 multivariate UEA Time Series Classification datasets from here. \ Then unzip the file in direction MTSC-Graph-benchmarking/dataset ...

Abstract: This paper focuses on discrete representation learning for multivariate time series with Gaussian processes. To overcome the challenges inherent in incorporating discrete latent variables ...

Background: Many studies of brain-behavior relationships rely on univariate approaches where each variable of interest is tested independently, which does not allow for the simultaneous investigation ...

In semiconductor manufacturing, especially in electrical test data, but also in other parameters, there are often sets of parameters that are very highly correlated. Even a change in the correlation ...

ABSTRACT: In this paper, we study the global regularity of the classical solution of the 2D incompressible magnetohydrodynamic equation with vertical dissipation and vertical magnetic dissipation. We ...

Department of Neurology, Washington University in St. Louis, St. Louis, MO, United States Cerebral palsy (CP), a common pediatric movement disorder, causes the most severe physical disability in ...

Abstract: This paper presents a multivariate optimization technique for the numerical simulation of continuous dynamical systems whose parameters, functional forms and/or initial conditions are ...