Eloy Irigoyen

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 27

Top Topics

Iterative Learning

Industrial Process

Top Venues

SOCO-CISIS-ICEUTE

Publications

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)
Mikel Larrea, Eloy Irigoyen, Fernando Artaza, Vicente Gómez-Garay
Model-Based Design of the IMO-NMPC Strategy: Real-Time Implementation. SOCO (1) (2023)
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)
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) (2022)
Asier Zabaljauregi, Aimar Alonso, Mikel Larrea, Eloy Irigoyen, Javier Sanchis
Control of MIMO Systems with iMO-NMPC Strategy. SOCO (2022)
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 (2021)
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 (2021)
Mauricio Marcano, Sergio E. Diaz, Myriam Vaca, Joshué Pérez, Eloy Irigoyen
Shared Control Framework and Application for European Research Projects. SOCO (2020)
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)
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 (2020)
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)
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 (2020)
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) (2020)
Ignacio Trojaola, Iker Elorza, Eloy Irigoyen, Aron Pujana, Carlos Calleja
Iterative Learning Control for a Hydraulic Cushion. SOCO (2019)
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 (2019)
Eloy Irigoyen, Antonio Javier Barragán-Piña, Mikel Larrea, José Manuel Andújar
About Extracting Dynamic Information of Unknown Complex Systems by Neural Networks. Complex. 2018 (2018)
Asier Salazar-Ramirez, Eloy Irigoyen, Raquel Martínez, Unai Zalabarria
An enhanced fuzzy algorithm based on advanced signal processing for identification of stress. Neurocomputing 271 (2018)
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 (2018)
José Manuel Andújar, Eloy Irigoyen, Victor M. Becerra
Intelligent Control Approaches for Modeling and Control of Complex Systems. Complex. 2018 (2018)
Alain Porto, Eloy Irigoyen, Mikel Larrea
A PSO Boosted Ensemble of Extreme Learning Machines for Time Series Forecasting. SOCO-CISIS-ICEUTE (2018)
Alain Porto, Eloy Irigoyen
Gas Consumption Prediction Based on Artificial Neural Networks for Residential Sectors. SOCO-CISIS-ICEUTE (2017)
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 (2017)
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)
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 (2017)
Eukene Imatz-Ojanguren, Eloy Irigoyen, Thierry Keller
Reinforcement Learning for Hand Grasp with Surface Multi-field Neuroprostheses. SOCO-CISIS-ICEUTE (2016)
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)
Anton Koval, Eloy Irigoyen
Mobile Wireless System for Outdoor Air Quality Monitoring. SOCO-CISIS-ICEUTE (2016)
Asier Zubizarreta, Mikel Larrea, Eloy Irigoyen, Itziar Cabanes
Real Time Parallel Robot Direct Kinematic Problem Computation Using Neural Networks. SOCO (2015)
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) (2015)
Asier Salazar-Ramirez, Eloy Irigoyen, Raquel Martínez-Unanue
Enhancements for a Robust Fuzzy Detection of Stress. SOCO-CISIS-ICEUTE (2014)
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)
Eloy Irigoyen, Gorka Miñano
A NARX neural network model for enhancing cardiovascular rehabilitation therapies. Neurocomputing 109 (2013)
Eloy Irigoyen, Ekaitz Larzabal, Rafael Priego
Low-Cost Platforms Used in Control Education: An Educational Case Study. ACE (2013)
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)
Eloy Irigoyen, Mikel Larrea-Sukia, Juan José Valera García, Vicente Gómez, Fernando Artaza
Workspaces. HAIS (1) (2010)
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) (2010)
Mikel Larrea-Sukia, Eloy Irigoyen, Vicente Gómez
Adding Nonlinear System Dynamics to Levenberg-Marquardt Algorithm for Neural Network Control. ICANN (3) (2010)
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)
Raquel Martínez-Unanue, Karmele López de Ipiña, Eloy Irigoyen, Nagore Asla
Automatic Evaluation of Emotion Elicitation oriented to people with intellectual disabilities. ETFA (2010)
Vicente Gómez-Garay, Eloy Irigoyen, Fernando Artaza
GENNET-Toolbox: An Evolving Genetic Algorithm for Neural Network Training. HAIS (1) (2010)
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)
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)
Mikel Larrea-Sukia, Eloy Irigoyen, Vicente Gómez, Fernando Artaza
Nonlinear system control based on Neural Networks with Adaptive Predictive strategy. ETFA (2010)
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)
Jokin Rubio, C. 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)
Eloy Irigoyen, Miguel Pinzolas
Numerical bounds to assure initial local stability of NARX multilayer perceptrons and radial basis functions. Neurocomputing 72 (1-3) (2008)
Eloy Irigoyen, José B. Galván, María José Pérez-Ilzarbe
Neural Networks for Constrained Optimal Control of Non-Linear Systems. IJCNN (4) (2000)