E.T.S. DE INGENIERÍAS INFORMÁTICA Y DE TELECOMUNICACIÓN
Facultad
Ikerbasque, Fundación Vasca para la Ciencia
Bilbao, EspañaPublicaciones en colaboración con investigadores/as de Ikerbasque, Fundación Vasca para la Ciencia (18)
2020
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Evaluating Automated Machine Learning on Supervised Regression Traffic Forecasting Problems
Studies in Computational Intelligence (Springer), pp. 187-204
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General-purpose automated machine learning for transportation: a case study of auto-sklearn for traffic forecasting
Communications in Computer and Information Science
2019
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A Taxonomy of Traffic Forecasting Regression Problems from a Supervised Learning Perspective
IEEE Access, Vol. 7, pp. 68185-68205
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The TRAPSENSOR facility: An open-ring 7 tesla Penning trap for laser-based precision experiments
New Journal of Physics, Vol. 21, Núm. 2
2018
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A preliminary study on automatic algorithm selection for short-term traffic forecasting
Studies in Computational Intelligence (Springer Verlag), pp. 204-214
2017
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An algorithm portfolio for the dynamic maximal covering location problem
Memetic Computing, Vol. 9, Núm. 2, pp. 141-151
2016
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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
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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
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Algorithm portfolio based scheme for dynamic optimization problems
International Journal of Computational Intelligence Systems, Vol. 8, Núm. 4, pp. 667-689
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The firefighter problem: Empirical results on random graphs
Computers and Operations Research, Vol. 60, pp. 55-66
2014
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Fast feature selection in a GPU cluster using the delta test
Entropy, Vol. 16, Núm. 2, pp. 854-869
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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
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An iterated greedy algorithm for the large-scale unrelated parallel machines scheduling problem
Computers and Operations Research, Vol. 40, Núm. 7, pp. 1829-1841
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Attractor Metabolic Networks
PLoS ONE, Vol. 8, Núm. 3
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Data preprocessing and model design for medicine problems
Computational and Mathematical Methods in Medicine
2012
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HYPERPARAMETERS ESTIMATION FOR THE BAYESIAN LOCALIZATION OF THE EEG SOURCES WITH TV PRIORS
2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)
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Hyperparameters estimation for the Bayesian localization of the EEG sources with TV priors
European Signal Processing Conference
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Variational Bayesian localization of EEG sources with generalized Gaussian priors
European Physical Journal Plus, Vol. 127, Núm. 11