What we do
ROMAN TXOPITEA, IBAI
Belongs to the group: Software & System Engineering
Formación
Doctorado
- Doctoral Programme in Computer Engineering, Contributions to automatic learning of kernel functions, Euskal Herriko Unibertsitatea UPV-EHU, 2020
Licenciado, Ingeniero, Grado, Arquitecto
- Ingeniería en Informática, Mondragon Unibertsitatea, 2010
- Ingeniería Técnica en Informática de Sistemas, Mondragon Unibertsitatea, 2008
Máster
- Máster Universitario en Ingeniería Computacional y Sistemas Inteligentes, Euskal Herriko Unibertsitatea UPV-EHU, 2012
Situación laboral
- Entidad: Mondragon Unibertsitatea
- Centro: Faculty of Engineering
Actividad profesional anterior
Euskal Herriko Unibertsitatea UPV-EHU Fecha inicio: 04/05/2019 | Fecha fin: 05/31/2020 |
Euskal Herriko Unibertsitatea UPV-EHU Fecha inicio: 01/01/2014 | Fecha fin: 12/31/2017 |
CICtourGUNE Fecha inicio: 08/23/2010 | Fecha fin: 12/31/2013 |
Idiomas
- English (C1)
| An experience in the implementation of the flipped classroom instructional model in the computer science degree ARTICULO | Engineering Reports. Vol. 6. N. 4. N. art. e12754, Year: 2023 | ISBN/ISSN: 2577-8196 Author: ALDALUR CEBERIO, IÑIGO MARKIEGI GONZALEZ, URTZI ITURBE URRETXA, MIKEL ROMAN TXOPITEA, IBAI ILLARRAMENDI REZABAL, MIREN |
| Implantación colectiva de la clase invertida en el grado de informática COMUNICACION_CONGRESO | Actas de las XXVIII Jornadas sobre Enseñanza Universitaria de la Informática. La Coruña, 6, 7 y 8 de julio Year: 2022 Author: ALDALUR CEBERIO, IÑIGO MARKIEGI GONZALEZ, URTZI ILLARRAMENDI REZABAL, MIREN ITURBE URRETXA, MIKEL ROMAN TXOPITEA, IBAI |
| Collective experience of application of an inverted classroom in the computer science degree program COMUNICACION_CONGRESO | Proceedings - SEFI 49th Annual Conference: Blended Learning in Engineering Education: Challenging, Enlightening - and Lasting? Pp. 45-54, Year: 2021 | ISBN/ISSN: 978-2-87352-023-6 Author: ALDALUR CEBERIO, IÑIGO ROMAN TXOPITEA, IBAI MARKIEGI GONZALEZ, URTZI ILLARRAMENDI REZABAL, MIREN ITURBE URRETXA, MIKEL |
| Experiencia colectiva de aplicación de la clase invertida en el grado de informática COMUNICACION_CONGRESO | Actas de las XXVII Jornadas sobre la Enseñanza Universitaria de la Informática. Vol. 6. Pp. 291-294, Year: 2021 | ISBN/ISSN: 2531-0607 Author: ALDALUR CEBERIO, IÑIGO ROMAN TXOPITEA, IBAI ILLARRAMENDI REZABAL, MIREN ITURBE URRETXA, MIKEL MARKIEGI GONZALEZ, URTZI |
| Evolving Gaussian process kernels from elementary mathematical expressions for time series extrapolation ARTICULO | Neurocomputing. Vol. 462 Pp. 426 - 439, Year: 2021 | ISBN/ISSN: 0925-2312 Author: ROMAN TXOPITEA, IBAI LOZANO, JOSE A. SANTANA, ROBERTO MENDIBURU ALBERRO, ALEXANDER |
| Evolution of Gaussian Process kernels for machine translation post-editing effort estimation ARTICULO | Annals of Mathematics and Artificial Intelligence. Vol. 89. Pp. 835–856, Year: 2021 | ISBN/ISSN: 1012-2443 Author: ROMAN TXOPITEA, IBAI LOZANO, JOSE A. SANTANA, ROBERTO MENDIBURU, ALEXANDER |
| In-depth analysis of SVM kernel learning and its components ARTICULO | Neural Computing and Applications. Vol. 33. Pp. 6575–6594, Year: 2021 | ISBN/ISSN: 0941-0643 Author: ROMAN TXOPITEA, IBAI MENDIBURU, ALEXANDER LOZANO, JOSE A. SANTANA, ROBERTO |
| Bayesian Optimization Approaches for Massively Multi-modal Problems COMUNICACION_CONGRESO | Matsatsinis N., Marinakis Y., Pardalos P. (eds) Learning and Intelligent Optimization. LION 2019. Lecture Notes in Computer Science. Vol. 11968. Springer, Year: 2020 | ISBN/ISSN: 978-3-030-38628-3 Print Author: ROMAN TXOPITEA, IBAI LOZANO, JOSE A. MENDIBURU, ALEXANDER SANTANA, ROBERTO |
| Evolving Gaussian Process Kernels for Translation Editing Effort Estimation COMUNICACION_CONGRESO | Matsatsinis N., Marinakis Y., Pardalos P. (eds) Learning and Intelligent Optimization. LION 2019. Lecture Notes in Computer Science. Vol. 11968. Springer, Year: 2020 | ISBN/ISSN: 978-3-030-38628-3 Print Author: ROMAN TXOPITEA, IBAI MENDIBURU, ALEXANDER LOZANO, JOSE A. SANTANA, ROBERTO |
| An Experimental Study in Adaptive Kernel Selection for Bayesian Optimization ARTICULO | IEEE Access. Vol. 7. Pp. 184294-184302, Year: 2019 | ISBN/ISSN: 2169-3536 Author: ROMAN TXOPITEA, IBAI SANTANA, ROBERTO MENDIBURU, ALEXANDER LOZANO, JOSE A. |
| Sentiment analysis with genetically evolved gaussian kernels COMUNICACION_CONGRESO | Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '19). Pp. 1328–1337. Association for Computing Machinery, Year: 2019 | ISBN/ISSN: 978-1-4503-6111-8 Author: ROMAN TXOPITEA, IBAI LOZANO, JOSE A. SANTANA, ROBERTO MENDIBURU, ALEXANDER |
| Bayesian optimization for parameter tuning in evolutionary algorithms COMUNICACION_CONGRESO | 2016 IEEE Congress on Evolutionary Computation (CEC). Pp. 4839-4845, Year: 2016 | ISBN/ISSN: 978-1-5090-0623-6 online Author: ROMAN TXOPITEA, IBAI LOZANO, JOSE A. CEBERIO, JOSU MENDIBURU, ALEXANDER |
| Kernel hautapen dinamikoa Optimizazio Bayesiarrean COMUNICACION_CONGRESO | I. Ikergazte. Nazioarteko ikerketa euskaraz. Kongresuko artikulu bilduma. 2015eko maiatzaren 13, 14 eta 15 Durango, Euskal Herria. 690-695 or. Udako Euskal Unibertsitatea (UEU), Year: 2015 | ISBN/ISSN: 978-84-8438-539-4 Author: ROMAN TXOPITEA, IBAI LOZANO, JOSE A. MENDIBURU, ALEXANDER SANTANA, ROBERTO |
| A First Approach to Measuring the Impact of Changes in Online Reviews on Hotel Room Prices COMUNICACION_CONGRESO | ENTER 2014: Volume 5 Research Notes Year: 2014 Author: IBARGUREN ARRIETA, IGOR ROMAN TXOPITEA, IBAI ALZUA SORZABAL, AURKENE GERRIKAGOITIA ARRIEN, JON KEPA |
| Dynamic Kernel Selection Criteria for Bayesian Optimization COMUNICACION_CONGRESO | BayesOpt 2014 NIPS Workshop on Bayesian Optimization: Bayesian Optimization in Academia and Industry, Year: 2014 Author: ROMAN TXOPITEA, IBAI SANTANA, ROBERTO MENDIBURU, ALEXANDER LOZANO, JOSE A. |
Thesis made
| Contribuciones al aprendizaje automático de las funciones de kernel Reading date: 2020-07-03 Director: Dr. Alexander Mendiburu Alberro, Dr. Roberto Santana Hermida Author: ROMAN TXOPITEA, IBAI |