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Ibai Roman Txopitea (ORCID 0000-0003-3574-6681)
Ibai Roman Txopitea (ORCID 0000-0003-3574-6681)
Mondragon Unibertsitatea - Electronics And Computer Science Department (ROR 00wvqgd19)
Verified email at mondragon.edu - Homepage
Title
Cited by
Cited by
Year
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
322021
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
322016
An experimental study in adaptive kernel selection for Bayesian optimization
I Roman, R Santana, A Mendiburu, JA Lozano
IEEE Access 7, 184294-184302, 2019
202019
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
92019
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
72021
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
72019
Measuring the influence of events in hotel room prices
I Roman
Unpublished Master’s thesis, Universidad del País Vasco-Euskal Herriko …, 2012
72012
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
72011
Dynamic kernel selection criteria for Bayesian optimization
I Roman, R Santana, A Mendiburu, JA Lozano
BayesOpt 2014: NIPS Workshop on Bayesian Optimization, 2014
62014
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
32023
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
32021
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
32019
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
22024
Evolving Gaussian Process kernels from elementary mathematical expressions
I Roman, R Santana, A Mendiburu, JA Lozano
arXiv preprint arXiv:1910.05173, 2019
22019
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
22014
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
22013
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
12011
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
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Articles 1–20