Publicaciones en colaboración con investigadoras/es de Basque Center for Applied Mathematics (16)

2023

  1. Introducing multi-dimensional hierarchical classification: Characterization, solving strategies and performance measures

    Neurocomputing, Vol. 533, pp. 141-160

2022

  1. Analysis of dominant classes in universal adversarial perturbations

    Knowledge-Based Systems, Vol. 236

2021

  1. Analysis of the sensitivity of the End-Of-Turn Detection task to errors generated by the Automatic Speech Recognition process

    Engineering Applications of Artificial Intelligence, Vol. 100

  2. Evolving Gaussian process kernels from elementary mathematical expressions for time series extrapolation

    Neurocomputing, Vol. 462, pp. 426-439

  3. In-depth analysis of SVM kernel learning and its components

    Neural Computing and Applications, Vol. 33, Núm. 12, pp. 6575-6594

2020

  1. Bayesian Optimization Approaches for Massively Multi-modal Problems

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

  2. Evolving Gaussian Process Kernels for Translation Editing Effort Estimation

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

  3. Exploring Gaps in DeepFool in Search of More Effective Adversarial Perturbations

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

2019

  1. A dialogue-act taxonomy for a virtual coach designed to improve the life of elderly

    Multimodal Technologies and Interaction, Vol. 3, Núm. 3

  2. An Experimental Study in Adaptive Kernel Selection for Bayesian Optimization

    IEEE Access, Vol. 7, pp. 184294-184302

  3. Data generation approaches for topic classification in multilingual spoken dialog systems

    ACM International Conference Proceeding Series

  4. Sentiment analysis with genetically evolved Gaussian kernels

    GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference

2018

  1. Algorithm 989: Perm_mateda: A matlab toolbox of estimation of distribution algorithms for permutation-based combinatorial optimization problems

    ACM Transactions on Mathematical Software, Vol. 44, Núm. 4

  2. The relationship between graphical representations of regular vine copulas and polytrees

    Communications in Computer and Information Science

2017

  1. An investigation of clustering strategies in many-objective optimization: the I-Multi algorithm as a case study

    Swarm Intelligence, Vol. 11, Núm. 2, pp. 101-130

2016

  1. Vine copula classifiers for the mind reading problem

    Progress in Artificial Intelligence, Vol. 5, Núm. 4, pp. 289-305