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ORCIDEloy Irigoyen
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Journal Articles
- 2022
[j19]Ignacio Trojaola
, Iker Elorza, Eloy Irigoyen, Aron Pujana-Arrese, Carlos Calleja:
The Effect of Iterative Learning Control on the Force Control of a Hydraulic Cushion. Log. J. IGPL 30(2): 214-226 (2022)- 2021
- [j18]Ignacio Trojaola, Iker Elorza, Eloy Irigoyen, Aron Pujana-Arrese, Gorka Sorrosal:
An Innovative MIMO Iterative Learning Control Approach for the Position Control of a Hydraulic Press. IEEE Access 9: 146850-146867 (2021) - [j17]Mikel Larrea, Alain Porto, Eloy Irigoyen, Antonio J. Barragán, José Manuel Andújar:
Extreme learning machine ensemble model for time series forecasting boosted by PSO: Application to an electric consumption problem. Neurocomputing 452: 465-472 (2021) - 2020
- [j16]Unai Zalabarria, Eloy Irigoyen, Raquel Martínez, Mikel Larrea, Asier Salazar-Ramirez:
A Low-Cost, Portable Solution for Stress and Relaxation Estimation Based on a Real-Time Fuzzy Algorithm. IEEE Access 8: 74118-74128 (2020) - [j15]Unai Zalabarria, Eloy Irigoyen, Raquel Martínez, Andrew Lowe:
Online robust R-peaks detection in noisy electrocardiograms using a novel iterative smart processing algorithm. Appl. Math. Comput. 369 (2020) - [j14]Unai Zalabarria, Eloy Irigoyen, Andrew Lowe:
Diagnosis of atrial fibrillation based on arterial pulse wave foot point detection using artificial neural networks. Comput. Methods Programs Biomed. 197: 105681 (2020) - [j13]Mauricio Marcano, Sergio E. Diaz, Joshué Pérez, Eloy Irigoyen:
A Review of Shared Control for Automated Vehicles: Theory and Applications. IEEE Trans. Hum. Mach. Syst. 50(6): 475-491 (2020) - 2019
- [j12]Raquel Martínez, Asier Salazar-Ramirez, Andoni Arruti, Eloy Irigoyen, José Ignacio Martín, Javier Muguerza:
A Self-Paced Relaxation Response Detection System Based on Galvanic Skin Response Analysis. IEEE Access 7: 43730-43741 (2019) - 2018
- [j11]José Manuel Andújar, Eloy Irigoyen, Victor M. Becerra:
Intelligent Control Approaches for Modeling and Control of Complex Systems. Complex. 2018: 2090715:1-2090715:2 (2018) - [j10]Eloy Irigoyen, Antonio Javier Barragán-Piña, Mikel Larrea, José Manuel Andújar:
About Extracting Dynamic Information of Unknown Complex Systems by Neural Networks. Complex. 2018: 3671428:1-3671428:12 (2018) - [j9]Asier Salazar-Ramirez, Eloy Irigoyen, Raquel Martínez, Unai Zalabarria:
An enhanced fuzzy algorithm based on advanced signal processing for identification of stress. Neurocomputing 271: 48-57 (2018) - [j8]Asier Zubizarreta, Mikel Larrea, Eloy Irigoyen, Itziar Cabanes, Eva Portillo:
Real time direct kinematic problem computation of the 3PRS robot using neural networks. Neurocomputing 271: 104-114 (2018) - 2017
- [j7]Gorka Sorrosal, Eloy Irigoyen, Cruz E. Borges, Cristina Martin Andonegui, Ana María Macarulla, Ainhoa Alonso-Vicario:
Artificial neural network modelling of the bioethanol-to-olefins process on a HZSM-5 catalyst treated with alkali. Appl. Soft Comput. 58: 648-656 (2017) - [j6]Raquel Martínez, Eloy Irigoyen, Andoni Arruti, José Ignacio Martín, Javier Muguerza:
A real-time stress classification system based on arousal analysis of the nervous system by an F-state machine. Comput. Methods Programs Biomed. 148: 81-90 (2017) - 2015
- [j5]Mikel Larrea-Sukia, Ekaitz Larzabal, Eloy Irigoyen, Juan José Valera García, Martin Dendaluce:
Implementation and testing of a soft computing based model predictive control on an industrial controller. J. Appl. Log. 13(2): 114-125 (2015) - 2013
- [j4]Eloy Irigoyen, Gorka Miñano:
A NARX neural network model for enhancing cardiovascular rehabilitation therapies. Neurocomputing 109: 9-15 (2013) - 2012
- [j3]Juan José Valera García, Vicente Gómez-Garay, Eloy Irigoyen Gordo, Fernando Artaza Fano, Mikel Larrea-Sukia:
Intelligent Multi-Objective Nonlinear Model Predictive Control (iMO-NMPC): Towards the 'on-line' optimization of highly complex control problems. Expert Syst. Appl. 39(7): 6527-6540 (2012) - 2010
- [j2]Angel Conde, Karmele López de Ipiña, Mikel Larrañaga, Nestor Garay-Vitoria, Eloy Irigoyen, Aitzol Ezeiza, Jokin Rubio, Juan Miguel López:
ITS-LAGUNTXO: enhancing the integration of people with intellectual disabilities. Int. J. Soc. Humanist. Comput. 1(3): 314-330 (2010) - 2008
- [j1]Eloy Irigoyen, Miguel Pinzolas:
Numerical bounds to assure initial local stability of NARX multilayer perceptrons and radial basis functions. Neurocomputing 72(1-3): 539-547 (2008)
Conference and Workshop Papers
- 2023
- [c29]Adrián Rodríguez Ramos, Eloy Irigoyen, Antônio José da Silva Neto, Orestes Llanes-Santiago:
A New Proposal for Detection and Location of Cyberattacks in Industrial Processes. IWAIPR 2023: 96-107 - [c28]Mikel Larrea, Eloy Irigoyen, Fernando Artaza, Vicente Gómez-Garay:
Model-Based Design of the IMO-NMPC Strategy: Real-Time Implementation. SOCO (1) 2023: 71-81 - 2022
- [c27]Aimar Alonso, Asier Zabaljauregi, Mikel Larrea, Eloy Irigoyen, Javier Sanchis:
Studying the Use of ANN to Estimate State-Space Variables for MIMO Systems in a NMPC Strategy. SOCO 2022: 464-473 - [c26]Asier Zabaljauregi, Aimar Alonso, Mikel Larrea, Eloy Irigoyen, Javier Sanchis:
Control of MIMO Systems with iMO-NMPC Strategy. SOCO 2022: 474-483 - 2020
- [c25]Kerman Viana, Mikel Larrea, Eloy Irigoyen, Mikel Diez, Asier Zubizarreta:
MIMO Neural Models for a Twin-Rotor Platform: Comparison Between Mathematical Simulations and Real Experiments. SOCO 2020: 407-417 - [c24]Mauricio Marcano, Sergio E. Diaz, Myriam Vaca, Joshué Pérez, Eloy Irigoyen:
Shared Control Framework and Application for European Research Projects. SOCO 2020: 657-666 - 2019
- [c23]Ignacio Trojaola, Iker Elorza, Eloy Irigoyen, Aron Pujana, Carlos Calleja:
Iterative Learning Control for a Hydraulic Cushion. SOCO 2019: 503-512 - 2018
- [c22]Alain Porto, Eloy Irigoyen, Mikel Larrea:
A PSO Boosted Ensemble of Extreme Learning Machines for Time Series Forecasting. SOCO-CISIS-ICEUTE 2018: 324-333 - 2017
- [c21]Unai Zalabarria, Eloy Irigoyen, Raquel Martínez, Javier Arechalde:
Acquisition and Fuzzy Processing of Physiological Signals to Obtain Human Stress Level Using Low Cost Portable Hardware. SOCO-CISIS-ICEUTE 2017: 68-78 - [c20]Alain Porto, Eloy Irigoyen:
Gas Consumption Prediction Based on Artificial Neural Networks for Residential Sectors. SOCO-CISIS-ICEUTE 2017: 102-111 - 2016
- [c19]Unai Zalabarria, Eloy Irigoyen, Raquel Martínez, Asier Salazar-Ramirez:
Detection of Stress Level and Phases by Advanced Physiological Signal Processing Based on Fuzzy Logic. SOCO-CISIS-ICEUTE 2016: 301-312 - [c18]Eukene Imatz-Ojanguren, Eloy Irigoyen, Thierry Keller:
Reinforcement Learning for Hand Grasp with Surface Multi-field Neuroprostheses. SOCO-CISIS-ICEUTE 2016: 313-322 - [c17]Anton Koval, Eloy Irigoyen:
Mobile Wireless System for Outdoor Air Quality Monitoring. SOCO-CISIS-ICEUTE 2016: 345-354 - 2015
- [c16]Asier Zubizarreta, Mikel Larrea, Eloy Irigoyen, Itziar Cabanes:
Real Time Parallel Robot Direct Kinematic Problem Computation Using Neural Networks. SOCO 2015: 285-295 - 2014
- [c15]Asier Salazar-Ramirez, Eloy Irigoyen, Raquel Martínez-Unanue:
Enhancements for a Robust Fuzzy Detection of Stress. SOCO-CISIS-ICEUTE 2014: 229-238 - 2013
- [c14]Eloy Irigoyen, Ekaitz Larzabal, Rafael Priego:
Low-Cost Platforms Used in Control Education: An Educational Case Study. ACE 2013: 256-261 - [c13]Martin Dendaluce, Juan José Valera García, Vicente Gómez-Garay, Eloy Irigoyen, Ekaitz Larzabal:
Microcontroller Implementation of a Multi Objective Genetic Algorithm for Real-Time Intelligent Control. SOCO-CISIS-ICEUTE 2013: 71-80 - 2012
- [c12]Ekaitz Larzabal, J. A. Cubillos, Mikel Larrea-Sukia, Eloy Irigoyen, Juan José Valera García:
Soft Computing Testing in Real Industrial Platforms for Process Intelligent Control. SOCO 2012: 221-230 - 2010
- [c11]Mikel Larrea-Sukia, Eloy Irigoyen, Vicente Gómez, Fernando Artaza:
Nonlinear system control based on Neural Networks with Adaptive Predictive strategy. ETFA 2010: 1-7 - [c10]Raquel Martínez-Unanue, Karmele López de Ipiña, Eloy Irigoyen, Nagore Asla:
Automatic Evaluation of Emotion Elicitation oriented to people with intellectual disabilities. ETFA 2010: 1-8 - [c9]Raquel Martínez-Unanue, Karmele López de Ipiña, Eloy Irigoyen, Nagore Asla:
Hybrid Approach for Automatic Evaluation of Emotion Elicitation Oriented to People with Intellectual Disabilities. HAIS (1) 2010: 286-293 - [c8]Eloy Irigoyen, Mikel Larrea-Sukia, Juan José Valera García, Vicente Gómez, Fernando Artaza:
A Neuro-genetic Control Scheme Application for Industrial R3 Workspaces. HAIS (1) 2010: 343-350 - [c7]Vicente Gómez-Garay, Eloy Irigoyen, Fernando Artaza:
GENNET-Toolbox: An Evolving Genetic Algorithm for Neural Network Training. HAIS (1) 2010: 368-375 - [c6]Mikel Larrea-Sukia, Eloy Irigoyen, Vicente Gómez:
Adding Nonlinear System Dynamics to Levenberg-Marquardt Algorithm for Neural Network Control. ICANN (3) 2010: 352-357 - [c5]Angel Conde, Karmele López de Ipiña, Mikel Larrañaga, Jon A. Elorriaga, Juan Miguel López, Eloy Irigoyen, Nestor Garay-Vitoria, Aitzol Ezeiza, Jokin Rubio:
An Intelligent Tutoring System Oriented to the Integration of People with Intellectual Disabilities. PAAMS (Special Sessions and Workshops) 2010: 639-647 - [c4]Raquel Martínez-Unanue, Karmele López de Ipiña, Eloy Irigoyen, Nagore Asla, Nestor Garay, Aitzol Ezeiza, Inmaculada Fajardo:
Emotion Elicitation Oriented to the Development of a Human Emotion Management System for People with Intellectual Disabilities. PAAMS (Special Sessions and Workshops) 2010: 689-696 - 2009
- [c3]Angel Conde, Karmele López de Ipiña, Mikel Larrañaga, Nestor Garay-Vitoria, Eloy Irigoyen, Aitzol Ezeiza, Jokin Rubio:
LAGUNTXO: A Rule-Based Intelligent Tutoring System Oriented to People with Intellectual Disabilities. WSKS (1) 2009: 186-195 - 2008
- [c2]Jokin Rubio, Celina Vaquero, J. M. López de Ipiña, Eloy Irigoyen, Karmele López de Ipiña, Nestor Garay, Angel Conde, Mikel Larrañaga, Aitzol Ezeiza, A. Soraluze, Mikel Peñagarikano, Germán Bordel, Luis Javier Rodríguez, Juan Miguel López, M. Ezquerra, D. Oregi:
Tutor Project: An Intelligent Tutoring System to Improve Cognitive Disabled People Integration. ICCHP 2008: 729-732 - 2000
- [c1]Eloy Irigoyen, José B. Galván, María José Pérez-Ilzarbe:
Neural Networks for Constrained Optimal Control of Non-Linear Systems. IJCNN (4) 2000: 299-304
Data and Artifacts
- 2022
- [d1]Raquel Martínez, Asier Salazar-Ramirez, Andoni Arruti, Eloy Irigoyen, José Ignacio Martín, Javier Muguerza:
GSR signal database collected while solving 3D puzzles and relaxation responses labelled. IEEE DataPort, 2022
Coauthor Index
aka: Mikel Larrea-Sukia
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