Publications (41) Publications in which a researcher has participated

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 bivariate two-state Markov modulated Poisson process for failure modeling

    Reliability Engineering and System Safety, Vol. 208

  2. A cost-sensitive constrained Lasso

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

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

    Applied Mathematics and Computation, Vol. 396

  4. 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

  5. Variable selection for Naïve Bayes classification

    Computers and Operations Research, Vol. 135

2020

  1. Embedding the production policy in location-allocation decisions

    4OR, Vol. 18, Núm. 3, pp. 357-380

  2. Integer constraints for enhancing interpretability in linear regression

    Sort: Statistics and Operations Research Transactions, Vol. 44, Núm. 1, pp. 69-78

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

2018

  1. Simultaneous risk events modeling by the Batch Markov-modulated poisson process

    Contributions to risk analysis: risk 2018 (Fundación MAPFRE), pp. 301-306

2017

  1. A proposal of sparse Naïve Bayes

    CEB 2017: XVI Spanish Biometric Conference

  2. A sparsity-controlled vector autoregressive model

    Biostatistics, Vol. 18, Núm. 2, pp. 244-259

  3. Bayesian analysis of the stationary MAP2

    Bayesian Analysis, Vol. 12, Núm. 4, pp. 1163-1194

  4. Mathematical Optimization to select factures and classify when sensitivity and specificity may not equally important

    CEB 2017: XVI Spanish Biometric Conference

2016

  1. Analytical issues regarding the lack of identifiability of the non-stationary MAP2

    Performance Evaluation, Vol. 102, pp. 1-20

  2. Dependence patterns for modeling simultaneous events

    Reliability Engineering and System Safety, Vol. 154, pp. 19-30

  3. Nonidentifiability of the Two-State BMAP

    Methodology and Computing in Applied Probability, Vol. 18, Núm. 1, pp. 81-106