Publicaciones en colaboración con investigadores/as de Universidad de Sevilla (23)

2024

  1. Cost-sensitive probabilistic predictions for support vector machines

    European Journal of Operational Research, Vol. 314, Núm. 1, pp. 268-279

2022

  1. Constrained Naïve Bayes with application to unbalanced data classification

    Central European Journal of Operations Research, Vol. 30, Núm. 4, pp. 1403-1425

2021

  1. A cost-sensitive constrained Lasso

    Advances in Data Analysis and Classification, Vol. 15, Núm. 1, pp. 121-158

  2. Analysis of an aggregate loss model in a Markov renewal regime

    Applied Mathematics and Computation, Vol. 396

  3. On sparse ensemble methods: An application to short-term predictions of the evolution of COVID-19

    European Journal of Operational Research, Vol. 295, Núm. 2, pp. 648-663

  4. Variable selection for Naïve Bayes classification

    Computers and Operations Research, Vol. 135

2019

  1. Cost-sensitive Feature Selection for Support Vector Machines

    Computers and Operations Research, Vol. 106, pp. 169-178

  2. Findings about the BMMPP for modeling dependent and simultaneous data in reliability and queueing systems

    Applied Stochastic Models in Business and Industry

  3. Fitting procedure for the two-state Batch Markov modulated Poisson process

    European Journal of Operational Research, Vol. 279, Núm. 1, pp. 79-92

  4. On support vector machines under a multiple-cost scenario

    Advances in Data Analysis and Classification, Vol. 13, Núm. 3, pp. 663-682

2016

  1. Robust newsvendor problem with autoregressive demand

    Computers and Operations Research, Vol. 68, pp. 123-133

2013

  1. A 2D wavelet-based multiscale approach with applications to the analysis of digital mammograms

    Computational Statistics and Data Analysis, Vol. 58, Núm. 1, pp. 71-81

  2. Time series interpolation via global optimization of moments fitting

    European Journal of Operational Research, Vol. 230, Núm. 1, pp. 97-112

2012

  1. A note on the dependence structure of the two-state markovian arrival process

    Journal of Applied Probability, Vol. 49, Núm. 1, pp. 295-302