Publikationen, an denen er mitarbeitet Ibai Roman Txopitea (9)

2021

  1. Evolution of Gaussian Process kernels for machine translation post-editing effort estimation

    Annals of Mathematics and Artificial Intelligence, Vol. 89, Núm. 8-9, pp. 835-856

  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)

2019

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

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

  2. Sentiment analysis with genetically evolved Gaussian kernels

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

2016

  1. Bayesian optimization for parameter tuning in evolutionary algorithms

    2016 IEEE Congress on Evolutionary Computation, CEC 2016

2015

  1. Kernel hautapen dinamikoa Optimizazio Bayesiarrean

    I. IkergazteNazioarteko ikerketa euskaraz. Kongresuko artikulu-bilduma: 2015eko maiatzaren 13, 14 eta 15a. Durango, Euskal Herria