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Supervised classification of geometrical objects by integrating currents and functional data analysis
(Springer Verlag, 2019)
This paper focuses on the application of supervised classification techniques to a set of geometrical objects (bodies) characterized by currents, in particular, discriminant analysis and some nonparametric methods. A current ...
Simplification method for textured polygonal meshes based on structural appearance
(Springer-Verlag, 2013-05)
This paper proposes an image-based simplification method for textured triangle meshes that preserves the structural appearance of textured models. Models used in interactive applications are usually composed of textured ...
Computational uncertainty quantification for random time‐discrete epidemiological models using adaptive gPC
(John Wiley & Sons, Ltd., 2018-10-22)
Population dynamics models consisting of nonlinear difference equations allow us to get a better understanding of theprocesses involved in epidemiology. Usually, these mathematical models are studied under a deterministic ...
Identifying crime generators and spatially overlapping high-risk areas through a nonlinear model: A comparison between three cities of the Valencian region (Spain)
(Wiley, 2021-06-29)
The behavior and spatial distribution of crime events can be explained through the characterization of an area in terms of its demography, socioeconomy, and built environment. In particular, recent studies on the incidence ...
Heteroskedastic geographically weighted regression model for functional data
(Elsevier, 2020)
A large number of approaches for modelling spatially dependent functional variables often assume that the functional regression coefficients are constant over the region of interest. However, in many occasions it is far ...
Analyzing car thefts and recoveries with connections to modeling origin–destination point patterns
(Elsevier, 2020)
For a given region, we have a dataset composed of car theft loca-tionsalongwithalinkeddatasetofrecoverylocationswhich,dueto partial recovery, is a relatively small subset of the set of theftlocations. For an investigator ...
Developing a virtual trade fair using an agent-oriented approach
(Springer, 2015)
Online virtual trade fairs are becoming a popular way of establishing
economic trade relationships nowadays. In the current context of the world economy,
new ways of creating virtual environments where suppliers can show ...
Reply to Ollinger et al.: Remote sensing of leaf nitrogen and emergent ecosystem properties (Letter)
(National Academy of Sciences, 2013)
Various physical, chemical, and physiological processes, including canopy structure, impact surface reflectance. Remote sensing aims to derive ecosystem properties and their functional relationships, given these impacts. ...
A universal kriging approach for spatial functional data
(Springer, 2013-02)
In a wide range of scientific fields the outputs coming from certain measurements often come in form of curves. In this paper we give a solution to the problem of spatial prediction of non-stationary functional data. We ...
A spatio-temporal Poisson hurdle point process to model wildfires
(Springer, 2013-11)
Wildfires have been studied in many ways, for instance as a spatial point pattern or through modeling the size of fires or the relative risk of big fires. Lately a large variety of complex statistical models can be fitted ...