Department of Computer Architecture and Technology

University of the Basque Country UPV/EHU, Spain

Associate Professor

Email: [email protected]

Qualifications

2000 Ph.D., Computer Science, University of the Basque Country UPV/EHU, Spain

1995 M.S., Computer Science, École Poytechnique Fédérale de Lausanne, Switzerland

Research Fields

Distributed Computing

Fault Tolerance

Ubiquitous Computing

Publications (selected)

1. Irigoyen, E., Larrea, M., & Graña, M. (2024). A narrative review of haptic technologies and their value for training, rehabilitation, and the education of persons with special needs. Sensors, 24(21), 6946.
2. Sukia, M. L., Irigoyen, E., Iturbe, L., et al. (2024). Adimen artifizialaren eragina kontrol esparruan. EKAIA EHUko Zientzia eta Teknologia Aldizkaria.
3. Estevez, J., Garate, G., Lopez-Guede, J. M., et al. (2024). Review of aerial transportation of suspended-cable payloads with quadrotors. Drones, 8(2), 35.
4. Larrea, M., Irigoyen, E., Artaza, F., et al. (2023). Model-based design of the IMO-NMPC strategy: Real-time implementation. International Conference on Soft Computing Models in Industrial and...
5. Iturbe, L., Irigoyen, E., Larrea, M., et al. (2023). Estudio del comportamiento de modelos neuronales de sistemas MIMO acoplados. XLIV Jornadas de Automática, 162–167.
6. Zabaljauregi, A., Larrea, M., Irigoyen, E., et al. (2023). Diseño basado en modelos de la estrategia iMO-NMPC: Implementación en dispositivos industriales. XLIV Jornadas de Automática, 192–197.
7. Alonso, A., Zabaljauregi, A., Larrea, M., et al. (2023). Studying the use of ANN to estimate state-space variables for MIMO systems in a NMPC strategy. International Workshop on Soft Computing Models in Industrial and...
8. Zabaljauregi, A., Alonso, A., Larrea, M., et al. (2022). Control of mimo systems with IMO-NMPC strategy. International Workshop on Soft Computing Models in Industrial and...
9. Zabaljauregi, A., Alonso, A., Irigoyen, E., et al. (2022). Implementación de un sistema de control predictivo inteligente para sistemas de dinámicas complejas.
10. Alonso, A., Zabaljauregi, A., Irigoyen, E., et al. (2022). Primeros resultados de la integración de modelos neuronales MIMO en la estrategia iMO-NMPC. XLIII Jornadas de Automática, 179–185.
11. Zabaljauregi, A., Alonso, A., Larrea, M., et al. (2022). Desarrollo de la estrategia iMO-NMPC: primeros pasos para su implementación en dispositivos industriales. XLIII Jornadas de Automática, 248–254.
12. Larrea, M., Porto, A., Irigoyen, E., et al. (2021). Extreme learning machine ensemble model for time series forecasting boosted by PSO: application to an electric consumption problem. Neurocomputing, 452, 465–472.
13. Viana, K., Larrea, M., Irigoyen, E., et al. (2021). MIMO neural models for a twin-rotor platform: comparison between mathematical simulations and real experiments. 15th International Conference on Soft Computing Models in Industrial and...
14. Zalabarria, U., Irigoyen, E., Martinez, R., et al. (2020). A low-cost, portable solution for stress and relaxation estimation based on a real-time fuzzy algorithm. IEEE Access, 8, 74118–74128.
15. Porto, A., Irigoyen, E., & Larrea, M. (2019). A pso boosted ensemble of extreme learning machines for time series forecasting. International Joint Conference SOCO’18-CISIS’18-ICEUTE’18.
16. Zubizarreta, A., Larrea, M., Irigoyen, E., et al. (2018). Real time direct kinematic problem computation of the 3PRS robot using neural networks. Neurocomputing, 271, 104–114.
17. Porto, A., Larrea, M., & Irigoyen, E. (2018). Estudio de la mejora de modelos de comportamiento de variables energéticas mediante Committee Machine de redes neuronales. XXXIX Jornadas de Automática, 937–944.
18. Irigoyen, E., Barragán, A. J., Larrea, M., et al. (2018). About extracting dynamic information of unknown complex systems by neural networks. Complexity, 2018(1), 3671428.
19. Irigoyen, E., Larrea, M., Barragán, A. J., et al. (2017). Análisis formal de la dinámica de sistemas no lineales mediante redes neuronales. Actas de las XXXVIII Jornadas de Automática.
20. Zubizarreta, A., Larrea, M., Irigoyen, E., et al. (2015). Real time parallel robot direct kinematic problem computation using neural networks. 10th International Conference on Soft Computing Models in Industrial and.

Profile Details

https://ekoizpen-zientifikoa.ehu.eus/investigadores/125446/detalle
https://scholar.google.com/citations?user=XpLTNY4AAAAJ&hl=en
https://www.researchgate.net/profile/Mikel-Larrea-2

WOS ResearcherID: D-3385-2012