Publicaciones en colaboración con investigadores/as de Ikerbasque, Fundación Vasca para la Ciencia (15)

2020

  1. Evaluating Automated Machine Learning on Supervised Regression Traffic Forecasting Problems

    Studies in Computational Intelligence (Springer), pp. 187-204

  2. General-purpose automated machine learning for transportation: a case study of auto-sklearn for traffic forecasting

    Communications in Computer and Information Science

2019

  1. A Taxonomy of Traffic Forecasting Regression Problems from a Supervised Learning Perspective

    IEEE Access, Vol. 7, pp. 68185-68205

2018

  1. A preliminary study on automatic algorithm selection for short-term traffic forecasting

    Studies in Computational Intelligence (Springer Verlag), pp. 204-214

2017

  1. An algorithm portfolio for the dynamic maximal covering location problem

    Memetic Computing, Vol. 9, Núm. 2, pp. 141-151

2016

  1. Dynamic optimization with restricted and unrestricted moves between changes: A study on the dynamic maximal covering location problem

    2016 IEEE Congress on Evolutionary Computation, CEC 2016

  2. Fuzzy Models and Resolution Methods for Covering Location Problems: An Annotated Bibliography

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 24, Núm. 4, pp. 561-591

2015

  1. Algorithm portfolio based scheme for dynamic optimization problems

    International Journal of Computational Intelligence Systems, Vol. 8, Núm. 4, pp. 667-689

  2. The firefighter problem: Empirical results on random graphs

    Computers and Operations Research, Vol. 60, pp. 55-66

2014

  1. The firefighter problem: Application of hybrid ant colony optimization algorithms

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2013

  1. An iterated greedy algorithm for the large-scale unrelated parallel machines scheduling problem

    Computers and Operations Research, Vol. 40, Núm. 7, pp. 1829-1841

  2. Attractor Metabolic Networks

    PLoS ONE, Vol. 8, Núm. 3

2012

  1. HYPERPARAMETERS ESTIMATION FOR THE BAYESIAN LOCALIZATION OF THE EEG SOURCES WITH TV PRIORS

    2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)

  2. Hyperparameters estimation for the Bayesian localization of the EEG sources with TV priors

    European Signal Processing Conference

  3. Variational Bayesian localization of EEG sources with generalized Gaussian priors

    European Physical Journal Plus, Vol. 127, Núm. 11