Browsing EIOArtigos by Title
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Predicting seasonal influenza transmission using functional regression models with temporal dependence
(Public Library of Science, 20180425)This paper proposes a novel approach that uses meteorological information to predict the incidence of influenza in Galicia (Spain). It extends the Generalized Least Squares (GLS) methods in the multivariate framework to ... 
Predicting trace gas concentrations using quantile regression models
(Springer, 2017)Quantile regression methods are evaluated for computing predictions and prediction intervals of NOx concentrations measured in the vicinity of the power plant in As Pontes (Spain). For these data, smaller prediction errors ... 
Presmoothing in functional linear regression
(Academia Sinica, Institute of Statistical Science, 2012)In this paper, we consider the functional linear model with scalar response, and explanatory variable valued in a function space. In recent literature, functional principal components analysis (FPCA) has been used to ... 
Quantile regression: estimation and lackoffit tests
(Sociedad de Estadística e Investigación Operativa, 2018)Although mean regression achieved its greatest diffusion in the twentieth century, it is very surprising to observe that the ideas of quantile regression appeared earlier. While the beginning of the leastsquares regression ... 
R implementation of a polyhedral approximation to a 3D set of points using the αshape
(American Statistical Association, 201401)This work presents the implementation in R of the αshape of a nite set of points in the threedimensional space R3. This geometric structure generalizes the convex hull and allows to recover the shape of nonconvex and ... 
Realtime predictive seasonal influenza model in Catalonia, Spain
(Public Library of Science, 20180507)Influenza surveillance is critical to monitoring the situation during epidemic seasons and predictive mathematic models may aid the early detection of epidemic patterns. The objective of this study was to design a realtime ... 
Recent Existence Results for SecondOrder Singular Periodic Differential Equations
(SpringerOpen, 2009)We present some recent existence results for secondorder singular periodic differential equations. A nonlinear alternative principle of LeraySchauder type, a wellknown fixed point theorem in cones, and Schauder's fixed ... 
A Reliable Algorithm for a Local Fractional Tricomi Equation Arising in Fractal Transonic Flow
(MDPI, 20160525)The pivotal proposal of this work is to present a reliable algorithm based on the local fractional homotopy perturbation Sumudu transform technique for solving a local fractional Tricomi equation occurring in fractal ... 
A reliable method for estimating the postmortem interval from the biochemistry of the vitreous humor, temperature and body weight
(Elsevier, 2019)The estimation of the time elapsed since death is of paramount importance in the field of forensic sciences and criminal investigation, owing, among other factors, to the possible legal repercussions. Over the past few ... 
Resolution methods for mathematical models based on differential equations with Stieltjes derivates
(University of Szeged, 2019)Stieltjes differential equations, i.e. differential equations with usual derivatives replaced by derivatives with respect to given functions (derivators), are useful to model processes which exhibit dead times and/or ... 
Robust fixedtime synchronization of discontinuous Cohen–Grossberg neural networks with mixed time delays
(Vilnius University Press, 2019)This paper aims to investigate the fixedtime synchronization (i.e., synchronization in fixedtime sense) of Cohen–Grossberg driveresponse neural networks with discontinuous neuron activations and mixed time delays (both ... 
Second order evolution equations with nonlocal conditions
(De Gruyter, 2017)In this paper, we shall establish su cient conditions for the existence of solutions for second order semilinear functional evolutions equation with nonlocal conditions in Fréchet spaces. Our approach is based on the ... 
Semiparametric prediction models for variables related with energy production
(SpringerOpen, 2018)In this paper a review of semiparametric models developed throughout the years thanks to an extensive collaboration between the Department of Statistics and Operations Research of the University of Santiago de Compostela ... 
Simulation and Optimization Models of Steadystate Gas Transmission Networks
(Elsevier, 2015)Managing a gas transport network is a complex problem because of the number of possibilities of routing the gas through the pipes. The most important aim in this kind of systems is to fulfill the demand within the pressure ... 
Sistemas de control suplementario da contaminación atmosférica
(Universidade de Santiago de Compostela, 2002)Os sistemas de control suplementario da contaminación atmosférica, baseados en efectuar cambios nas condicións de operación para reducilas emisións atmosféricas en condicións meteorolóxicas adversas, permiten evitala ... 
Skim yoghurt with microbial transglutaminase: evaluation of consumer acceptance
(Taylor & Francis, 2019)The decrease in the fat content of yoghurt causes sensory modifications. Microbial transglutaminase (TG) has been proposed as an alternative for reducing the problems caused by the fat reduction. This work deals with the ... 
Soil organic carbon in peninsular Spain: Influence of environmental factors and spatial distribution
(Elsevier, 2020)Soil organic carbon (SOC) stocks and their geographical distribution in peninsular Spain were estimated from a georeferenced database consisting of 12,724 surface samples (0–30 cm) and 3607 subsurface samples (30–50 cm), ... 
Solutions and Green’s function of the first order linear equation with reflection and initial conditions
(Springer International Publishing, 2014)This work is devoted to the study of the existence and sign of Green’s functions for first order linear problems with constant coefficients and initial (one point) conditions. We first prove a result on the existence ... 
Some Results for Integral Inclusions of Volterra Type in Banach Spaces
(SpringerOpen, 2010)We first present several existence results and compactness of solutions set for the following Volterra type integral inclusions of the form: yt ∈ t 0 at − s Ays Fs, ys ds, a.e. t ∈ J, where J 0, b , A is the ... 
Sparse matrix classification on imbalanced datasets using convolutional neural networks
(IEEE, 2019)This paper deals with the class imbalance problem in the context of the automatic selection of the best storage format for a sparse matrix with the aim of maximizing the performance of the sparse matrix vector multiplication ...