In-depth analysis of SVM kernel learning and its components I Roman, R Santana, A Mendiburu, JA Lozano Neural Computing and Applications 33 (12), 6575-6594, 2021 | 32 | 2021 |
Bayesian optimization for parameter tuning in evolutionary algorithms I Roman, J Ceberio, A Mendiburu, JA Lozano 2016 IEEE Congress on Evolutionary Computation (CEC), 4839-4845, 2016 | 32 | 2016 |
An experimental study in adaptive kernel selection for Bayesian optimization I Roman, R Santana, A Mendiburu, JA Lozano IEEE Access 7, 184294-184302, 2019 | 20 | 2019 |
Bayesian optimization approaches for massively multi-modal problems I Roman, A Mendiburu, R Santana, JA Lozano International Conference on Learning and Intelligent Optimization, 383-397, 2019 | 9 | 2019 |
Evolving Gaussian process kernels from elementary mathematical expressions for time series extrapolation I Roman, R Santana, A Mendiburu, JA Lozano Neurocomputing 462, 426-439, 2021 | 7 | 2021 |
Sentiment analysis with genetically evolved Gaussian kernels I Roman, A Mendiburu, R Santana, JA Lozano Proceedings of the Genetic and Evolutionary Computation Conference, 1328-1337, 2019 | 7 | 2019 |
Measuring the influence of events in hotel room prices I Roman Unpublished Master’s thesis, Universidad del País Vasco-Euskal Herriko …, 2012 | 7 | 2012 |
Competitive intelligence applied to tourism destination management: Hotel market monitor JK Gerrikagoitia, A Alzua, I Ibarguren, I Roman, N Espinosa Proceedings of the conference UNWTO Algarve forum on tourism and science …, 2011 | 7 | 2011 |
Dynamic kernel selection criteria for Bayesian optimization I Roman, R Santana, A Mendiburu, JA Lozano BayesOpt 2014: NIPS Workshop on Bayesian Optimization, 2014 | 6 | 2014 |
Metamorphic runtime monitoring of autonomous driving systems J Ayerdi, A Iriarte, P Valle, I Roman, M Illarramendi, A Arrieta arXiv preprint arXiv:2310.07414, 2023 | 3 | 2023 |
Evolution of Gaussian Process kernels for machine translation post-editing effort estimation I Roman, R Santana, A Mendiburu, JA Lozano Annals of Mathematics and Artificial Intelligence 89 (8), 835-856, 2021 | 3 | 2021 |
Evolving Gaussian Process kernels for translation editing effort estimation I Roman, R Santana, A Mendiburu, JA Lozano International Conference on Learning and Intelligent Optimization, 304-318, 2019 | 3 | 2019 |
An experience in the implementation of the flipped classroom instructional model in the computer science degree I Aldalur, U Markiegi, M Iturbe, I Roman, M Illarramendi Engineering Reports 6 (4), e12754, 2024 | 2 | 2024 |
Evolving Gaussian Process kernels from elementary mathematical expressions I Roman, R Santana, A Mendiburu, JA Lozano arXiv preprint arXiv:1910.05173, 2019 | 2 | 2019 |
A first approach to measuring the impact of changes in online reviews on hotel room prices I Ibarguren, I Roman, J Gerrikagoitia, A Alzua-Sorzabal ENTER 2014 Conference on Information and Communication Technologies in …, 2014 | 2 | 2014 |
Measurement of the hotel average daily rate using Internet distribution systems I Roman, I Ibarguren, J Gerrikagoitia, E Torres-Manzanera ENTER 2013 Conference on Information and Communication Technologies in …, 2013 | 2 | 2013 |
Regional Tourism Information System (SRiT): Improving Tourism Statistical Scenario in the Autonomous Community of Euskadi A Alzua, JK Gerrikagoitia, M Zurutuza, I Roman, N Espinosa | 1 | 2011 |
Implantación colectiva de la clase invertida en el grado de informática I Aldalur, M Illarramendi, M Iturbe, U Markiegi, I Roman Txopitea AENUI, 2022 | | 2022 |
Experiencia colectiva de aplicación de la clase invertida en el grado de informática I Aldalur, M Illarramendi, M Iturbe, U Markiegi, I Roman Asociación de Enseñantes Universitarios de la Informática (AENUI), 2021 | | 2021 |
Kernel hautapen dinamikoa Optimizazio Bayesiarrean I Roman, R Santana, A Mendiburu, JA Lozano I. IkergazteNazioarteko ikerketa euskaraz. Kongresuko artikulu-bilduma …, 2015 | | 2015 |