Publications in collaboration with researchers from Universidad Carlos III de Madrid (10)

2021

  1. From Spatiotemporal Smoothing to Functional Spatial Regression: a Penalized Approach

    Geostatistical Functional Data Analysis (wiley), pp. 403-423

  2. Homogeneity problem for basis expansion of functional data with applications to resistive memories

    Mathematics and Computers in Simulation, Vol. 186, pp. 41-51

2020

  1. Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS

    Statistical Modelling, Vol. 20, Núm. 6, pp. 592-616

2019

  1. Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS

    Statistical Modelling

  2. Stochastic modeling of Random Access Memories reset transitions

    Mathematics and Computers in Simulation, Vol. 159, pp. 197-209

2018

  1. Modelling Resistive Random Access Memories by Means of Functional Principal Component Analysis

    Advances in Mass Data Analysis of Images and Signals with Applications in Medicine, r/g/b Biotechnology, Food Industries and Dietetics, Biometry and Security, Agriculture, Drug Discover, and System Biology - 12th International Conference, MDA 2017, Proceedings

2017

  1. Prediction of functional data with spatial dependence: a penalized approach

    Stochastic Environmental Research and Risk Assessment, Vol. 31, Núm. 1, pp. 7-22

2016

  1. Penalized versions of functional PLS regression

    Chemometrics and Intelligent Laboratory Systems, Vol. 154, pp. 80-92

2014

  1. Functional PCA and Base-Line Logit Models

    Journal of Classification, Vol. 31, Núm. 3, pp. 296-324

  2. Linear discriminant analysis based on penalized functional PLS

    Proceedings of COMPSTAT 2014 - 21st International Conference on Computational Statistics