Publicaciones

Argitalpenak

Author Title   Journal/Proceedings Reftype DOI/URL
Alonso, A., Zabaljauregi, A., Larrea, M., Irigoyen, E. and Sanchis, J. Studying the Use of ANN to Estimate State-Space Variables for MIMO Systems in a NMPC Strategy 2023
Vol. 53117th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022) - Salamanca, Spain, September 5-7, 2022, Proceedings, pp. 464-473 
inproceedings DOI URL 
Zabaljauregi, A., Alonso, A., Larrea, M., Irigoyen, E. and Sanchis, J. Control of MIMO Systems with iMO-NMPC Strategy 2023
Vol. 53117th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022) - Salamanca, Spain, September 5-7, 2022, Proceedings, pp. 474-483 
inproceedings DOI URL 
Alonso, A., Zabaljauregi, A., Irigoyen, E. and Larrea, M. Primeros resultados de la integración de modelos neuronales MIMO en la estrategia iMO-NMPC 2022 XLIII Jornadas de Automática, pp. 179-185  inproceedings DOI URL 
Bilbao Moreno, D., Ferrer Uriarte, U., Viñals Abelan, J.J., Guerra Franco, G., Irigoyen, E. and Cabanes, I. Desarrollo de un sistema robótico de auto-acoplamiento para la interfaz multifuncional SIROM 2022 XLIII Jornadas de Automática, pp. 638-645  inproceedings DOI URL 
Trojaola, I., Elorza, I., Irigoyen, E., Pujana-Arrese, A. and Calleja, C. The Effect of Iterative Learning Control on the Force Control of a Hydraulic Cushion 2022 Log. J. IGPL
Vol. 30(2), pp. 214-226 
article DOI URL 
Zabaljauregi, A., Alonso, A., Larrea, M. and Irigoyen, E. Desarrollo de la estrategia iMO-NMPC: primeros pasos para su implementación en dispositivos industriales 2022 XLIII Jornadas de Automática, pp. 248-254  inproceedings DOI URL 
Larrea, M., Porto, A., Irigoyen, E., Barragán, A.J. and Andújar, J.M. Extreme learning machine ensemble model for time series forecasting boosted by PSO: Application to an electric consumption problem 2021 Neurocomputing
Vol. 452, pp. 465-472 
article DOI URL 
Marcano, M., Tango, F., Sarabia, J., Castellano, A., Pérez, J., Irigoyen, E. and D\iaz, S. From the Concept of Being "the Boss" to the Idea of Being "a Team": The Adaptive Co-Pilot as the Enabler for a New Cooperative Framework 2021 Applied Sciences
Vol. 11(15), pp. 6950 
article DOI URL 
Trojaola, I., Elorza, I., Irigoyen, E., Pujana-Arrese, A. and Sorrosal, G. An Innovative MIMO Iterative Learning Control Approach for the Position Control of a Hydraulic Press 2021 IEEE Access
Vol. 9, pp. 146850-146867 
article DOI URL 
Marcano, M., Diaz, S.E., Pérez, J. and Irigoyen, E. A Review of Shared Control for Automated Vehicles: Theory and Applications 2020 IEEE Trans. Hum. Mach. Syst.
Vol. 50(6), pp. 475-491 
article DOI URL 
Marcano, M., Diaz, S.E., Vaca, M., Pérez, J. and Irigoyen, E. Shared Control Framework and Application for European Research Projects 2020
Vol. 126815th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2020, Burgos, Spain, 16-18 September 2020, pp. 657-666 
inproceedings DOI URL 
Marcano, M., D\iaz, S., Matute, J.A., Irigoyen, E. and Pérez, J. A cascade steering shared controller with dual-level dynamic authority 2020 IFAC-PapersOnLine
Vol. 53(2), pp. 15353-15359 
article DOI URL 
Trojaola, I., Elorza, I., Irigoyen, E., Pujana-Arrese, A. and Calleja, C. Iterative Learning Control and Gaussian Process Regression for Hydraulic Cushion Control 2020 IFAC-PapersOnLine
Vol. 53(2), pp. 1421-1426 
article DOI URL 
Viana, K., Larrea, M., Irigoyen, E., Diez, M. and Zubizarreta, A. MIMO Neural Models for a Twin-Rotor Platform: Comparison Between Mathematical Simulations and Real Experiments 2020
Vol. 126815th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2020, Burgos, Spain, 16-18 September 2020, pp. 407-417 
inproceedings DOI URL 
Zalabarria, U., Irigoyen, E. and Lowe, A. Diagnosis of atrial fibrillation based on arterial pulse wave foot point detection using artificial neural networks 2020 Comput. Methods Programs Biomed.
Vol. 197, pp. 105681 
article DOI URL 
Zalabarria, U., Irigoyen, E., Martinez, R. and Lowe, A. Online robust R-peaks detection in noisy electrocardiograms using a novel iterative smart processing algorithm 2020 Applied Mathematics and Computation
Vol. 369, pp. 124839 
article DOI URL 
Zalabarria, U., Irigoyen, E., Mart\inez, R., Larrea, M. and Salazar-Ramirez, A. A Low-Cost, Portable Solution for Stress and Relaxation Estimation Based on a Real-Time Fuzzy Algorithm 2020 IEEE Access
Vol. 8, pp. 74118-74128 
article DOI URL 
López de la Cruz, D., Pantoja Álvarez, L. and Irigoyen, E. Sistema de detección de alarmas de fallos en el tren mecánico de un aerogenerador 2019 XL Jornadas de Automática, pp. 192-199  inproceedings DOI URL 
Mart\inez, R., Salazar-Ramirez, A., Arruti, A., Irigoyen, E., Mart\in, J.I. and Muguerza, J. A Self-Paced Relaxation Response Detection System Based on Galvanic Skin Response Analysis 2019 IEEE Access
Vol. 7, pp. 43730-43741 
article DOI URL 
Mart\inez, R., Salazar-Ramirez, A., Arruti, A., Irigoyen, E., Mart\in, J.I. and Muguerza, J. DATASET: GSR signal database collected while solving 3D puzzles and relaxation responses labelled 2019 https://doi.org/10.21227/bw75-6y17  data DOI URL 
Miñano, G., Larrea Sukia, M. and Irigoyen Gordo, E. Review of neural modelling on cardiovascular rehabilitation active processes by using cycloergometers 2019 EUROSIM 2019: 10th EUROSIM Congress on Modelling and Simulation  inproceedings URL 
Otazua, E., Irigoyen, E., Imatz-Ojanguren, E. and Keller, T. Comparación de algoritmos de aprendizaje automático para la clasificación de posturas de la mano y dedos 2019 XL Jornadas de Automática, pp. 211-217  inproceedings DOI URL 
Trojaola, I., Elorza, I., Irigoyen Gordo, E. and Pujana Arrese, A. Hydraulic Press Commissioning Cost Reductions via Machine Learning Solutions 2019 EUROSIM 2019: 10th EUROSIM Congress on Modelling and Simulation  inproceedings URL 
Trojaola, I., Elorza, I., Irigoyen, E., Pujana, A. and Calleja, C. Iterative Learning Control for a Hydraulic Cushion 2019
Vol. 95014th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) - Seville, Spain, May 13-15, 2019, Proceedings, pp. 503-512 
inproceedings DOI URL 
Andújar, J.M., Irigoyen, E. and Becerra, V.M. Intelligent Control Approaches for Modeling and Control of Complex Systems 2018 Complex.
Vol. 2018, pp. 2090715:1-2090715:2 
article DOI URL 
Irigoyen, E., Barragán-Piña, A.J., Larrea, M. and Andújar, J.M. About Extracting Dynamic Information of Unknown Complex Systems by Neural Networks 2018 Complex.
Vol. 2018, pp. 3671428:1-3671428:12 
article DOI URL 
Porto, A., Irigoyen, E. and Larrea, M. A PSO Boosted Ensemble of Extreme Learning Machines for Time Series Forecasting 2018
Vol. 771International Joint Conference SOCO'18-CISIS'18-ICEUTE'18 - San Sebastián, Spain, June 6-8, 2018, Proceedings, pp. 324-333 
inproceedings DOI URL 
Porto, A., Larrea, M. and Irigoyen, E. Estudio de la mejora de modelos de comportamiento de variables energéticas mediante Committee Machine de redes neuronales 2018 Actas de las XXXIX Jornadas de Automática, Badajoz, 5-7 de Septiembre de 2018  inproceedings DOI URL 
Salazar-Ramirez, A., Irigoyen, E., Mart\inez, R. and Zalabarria, U. An enhanced fuzzy algorithm based on advanced signal processing for identification of stress 2018 Neurocomputing
Vol. 271, pp. 48-57 
article DOI URL 
Salazar-Ramirez, A., Martinez, R., Arruti, A., Irigoyen, E., Martin, J.I. and Muguerza, J. A Preliminary System for the Automatic Detection of Emotions based on the Autonomic Nervous System Response 2018 6th International Congress on Neurotechnology, Electronics and Informatics  inproceedings DOI URL 
Zubizarreta, A., Larrea, M., Irigoyen, E., Cabanes, I. and Portillo, E. Real time direct kinematic problem computation of the 3PRS robot using neural networks 2018 Neurocomputing
Vol. 271, pp. 104-114 
article DOI URL 
Irigoyen, E., Larrea, M., Barragán, A.J., Mart\inez, M.Á. and Andújar, J.M. Análisis formal de la dinámica de sistemas no lineales mediante redes neuronales 2017 Actas de las XXXVIII Jornadas de Automática  inproceedings DOI URL 
Koval, A., Irigoyen, E. and Koval, T. AR. Drone as a platform for measurements 2017 2017 IEEE 37th International Conference on Electronics and Nanotechnology (ELNANO), pp. 424-427  inproceedings DOI URL 
Mart\inez, R., Abascal, J., Arruti, A., Irigoyen, E., Mart\in, J. and Muguerza, J. A Stress Classification System Based on Arousal Analysis of the Nervous System 2017 Converging Clinical and Engineering Research on Neurorehabilitation II, pp. 783-787  incollection DOI URL 
Mart\inez, R., Irigoyen, E., Arruti, A., Mart\in, J.I. and Muguerza, J. A real-time stress classification system based on arousal analysis of the nervous system by an F-state machine 2017 Comput. Methods Programs Biomed.
Vol. 148, pp. 81-90 
article DOI URL 
Porto, A. and Irigoyen, E. Gas Consumption Prediction Based on Artificial Neural Networks for Residential Sectors 2017
Vol. 649International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, León, Spain, September 6-8, 2017, Proceedings, pp. 102-111 
inproceedings DOI URL 
Sorrosal, G., Irigoyen, E., Borges, C.E., Andonegui, C.M., Macarulla, A.M. and Alonso-Vicario, A. Artificial neural network modelling of the bioethanol-to-olefins process on a HZSM-5 catalyst treated with alkali 2017 Appl. Soft Comput.
Vol. 58, pp. 648-656 
article DOI URL 
Zalabarria, U., Irigoyen, E., Mart\inez, R. and Arechalde, J. Acquisition and Fuzzy Processing of Physiological Signals to Obtain Human Stress Level Using Low Cost Portable Hardware 2017
Vol. 649International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, León, Spain, September 6-8, 2017, Proceedings, pp. 68-78 
inproceedings DOI URL 
Imatz-Ojanguren, E., Irigoyen, E. and Keller, T. Reinforcement Learning for Hand Grasp with Surface Multi-field Neuroprostheses 2016
Vol. 527International Joint Conference SOCO'16-CISIS'16-ICEUTE'16 - San Sebastián, Spain, October 19th-21st, 2016, Proceedings, pp. 313-322 
inproceedings DOI URL 
Imatz-Ojanguren, E., Irigoyen, E., Valencia-Blanco, D. and Keller, T. Neuro-fuzzy models for hand movements induced by functional electrical stimulation in able-bodied and hemiplegic subjects 2016 Medical engineering & physics
Vol. 38(11), pp. 1214-1222 
article DOI URL 
Koval, A. and Irigoyen, E. Mobile Wireless System for Outdoor Air Quality Monitoring 2016
Vol. 527International Joint Conference SOCO'16-CISIS'16-ICEUTE'16 - San Sebastián, Spain, October 19th-21st, 2016, Proceedings, pp. 345-354 
inproceedings DOI URL 
Porto, A., Irigoyen, E. and Basogain Olabe, X. Estudio de consumos de gas en entornos residenciales basado en redes neuronales 2016 XXXVII Jornadas de Automática, pp. 1205-1212  inproceedings DOI URL 
Ruiz, L.I., Irigoyen, E., Gómez, V. and Artaza Fano, F. Modelo neuronal multivariable de un sistema Twin-Rotor 2016 XXXVII Jornadas de Automática, pp. 907-912  inproceedings DOI URL 
Zalabarria, U., Irigoyen, E., Mart\inez, R. and Salazar-Ramirez, A. Detection of Stress Level and Phases by Advanced Physiological Signal Processing Based on Fuzzy Logic 2016
Vol. 527International Joint Conference SOCO'16-CISIS'16-ICEUTE'16 - San Sebastián, Spain, October 19th-21st, 2016, Proceedings, pp. 301-312 
inproceedings DOI URL 
Barambones, Ó., Irigoyen, E. and Rodr\iguez, M.T. Introducción a la sección especial �Técnicas de estabilidad de sistemas de control borroso� 2015 Revista Iberoamericana de Automática e Informática industrial
Vol. 12(4), pp. 432-433 
article DOI URL 
Barambones, O., Irigoyen, E. and Tomas-Rodriguez, M. Introduction to the special section "Techniques of stability of fuzzy control systems" 2015 Revista Iberoamericana de Automática e Informática Industrial RIAI
Vol. 12(4), pp. 432-433 
article DOI URL 
Barragán, A., Ceada, Y., Andújar, J., Irigoyen, E., Gómez, V. and Artaza, F. Una propuesta para la motivación del alumnado de ingenier\ia mediante técnicas de gamificación 2015 Actas de las XXXVI Jornadas de Automática. Bilbao: Comité Español de Automática de la IFAC (CEA-IFAC), pp. 710-5  article URL 
Gómez, U., Irigoyen, E., Gómez, V. and Artaza, F. Primeros resultados en el estudio de soluciones basadas en neurocontrol para un puente grua 2015 XXXVI Jornadas de Automática: Libro de Actas, 2-4 de Septiembre de 2015, Bilbao, pp. 751-758  inproceedings URL 
Imatz, E., Irigoyen, E., Valencia, D. and Keller, T. Feasibility of Using Neuro-Fuzzy Subject-Specific Models for Functional Electrical Stimulation Induced Hand Movements 2015 IFAC-PapersOnLine
Vol. 48(20), pp. 321-326 
article DOI URL 
Imatz-Ojanguren, E., Irigoyen Gordo, E., Valencia Blanco, D., Zabaleta, H., Keller, T. and others Uso de redes neuro-borrosas RFNN para la aproximación del comportamiento de una neuroprótesis de antebrazo en pacientes con daño cerebral 2015   article URL 
Larrea-Sukia, M., Larzabal, E., Irigoyen, E., Garc\ia, J.J.V. and Dendaluce, M. Implementation and testing of a soft computing based model predictive control on an industrial controller 2015 J. Appl. Log.
Vol. 13(2), pp. 114-125 
article DOI URL 
Rodriguez, R.M., Nisa, J.M. and Gordo, E.I. Las Inteligencias Múltiples en las enseñanzas de Ingenier\ia: Un caso de estudio en Robótica. 2015 XXXVI Jornadas de Automática  inproceedings URL 
Zalabarria, U., Irigoyen, E., Salazar-Ramirez, A. and Mart\inez, R. Procesamiento robusto para el análisis avanzado de señales electrocardiográficas afectadas por perturbaciones 2015 Actas de las XXXVI Jornadas de Automática, pp. 807-814  article URL 
Zubizarreta, A., Larrea, M., Irigoyen, E. and Cabanes, I. Real Time Parallel Robot Direct Kinematic Problem Computation Using Neural Networks 2015
Vol. 36810th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2015, Burgos, Spain, June 2015, pp. 285-295 
inproceedings DOI URL 
Dendaluce, M., Valera, J.J., Gómez-Garay, V., Irigoyen, E. and Larzabal, E. Microcontroller implementation of a multi objective genetic algorithm for real-time intelligent control 2014 International Joint Conference SOCO�13-CISIS�13-ICEUTE�13, pp. 71-80  inproceedings DOI URL 
Gutierrez, A., Irigoyen, E., Larzabal, E., Valera, J. and Larrea, M. Primeros resultados de un control genético predictivo sobre maqueta de helicóptero 2014 Jornadas de Automática  article URL 
Salazar-Ramirez, A., Irigoyen, E. and Mart\inez-Unanue, R. Enhancements for a Robust Fuzzy Detection of Stress 2014
Vol. 299International Joint Conference SOCO'14-CISIS'14-ICEUTE'14 - Bilbao, Spain, June 25th-27th, 2014, Proceedings, pp. 229-238 
inproceedings DOI URL 
Irigoyen, E., Larzabal, E. and Priego, R. Low-cost platforms used in control education: An educational case study 2013 IFAC Proceedings Volumes
Vol. 46(17), pp. 256-261 
article DOI URL 
Irigoyen, E. and Miñano, G. A NARX neural network model for enhancing cardiovascular rehabilitation therapies 2013 Neurocomputing
Vol. 109, pp. 9-15 
article DOI URL 
Larzabal, E., Cubillos, J., Larrea, M., Irigoyen, E. and Valera, J. Soft computing testing in real industrial platforms for process intelligent control 2013 Soft Computing Models in Industrial and Environmental Applications, pp. 221-230  article DOI URL 
Piña, A.J.B., Márquez, J.M.A., Garrido, Y.C., Gordo, E.I., Fano, F.A. and Garay, V.G. Aprendizaje colaborativo e interinstitucional en entornos virtuales 2013 XXXIV Jornadas de Automática, Tarrasa, Barcelona  article URL 
Valera García, J.J., Gómez Garay, V., Irigoyen Gordo, E., Artaza Fano, F. and Larrea Sukia, M. Intelligent Multi-Objective Nonlinear Model Predictive Control (iMO-NMPC): Towards the ‘on-line’ optimization of highly complex control problems 2012 Expert Systems with Applications
Vol. 39(7), pp. 6527-6540 
article DOI URL 
Martínez, R., Irigoyen, E., Asla, N., Escobes, I. and Arruti, A. First results in modelling stress situations by analysing physiological human signals 2012 Proceedings of the IADIS International Conference e-Health 2012, EH 2012, Part of the IADIS Multi Conference on Computer Science and Information Systems 2012, MCCSIS 2012, pp. 171 – 175  conference URL 
Miñano, G. and Irigoyen, E. Computational Intelligence Techniques Application to Enhance Controlled Training for People with Cardiovascular Problems 2011 Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011, pp. 611-619  inproceedings DOI URL 
Valera, J., Irigoyen, E., Gomez-Garay, V. and Artaza, F. Aproximación al control predictivo no lineal y multiobjetivo usando técnicas de computación inteligente 2011 VII Simposio CEA de Control Inteligente  inproceedings URL 
Conde, A., De Ipiña, K.L., Larrañaga, M., Elorriaga, J.A., López, J.M., Irigoyen, E., Garay-Vitoria, N., Ezeiza, A. and Rubio, J. An intelligent tutoring system oriented to the integration of people with intellectual disabilities 2010 Trends in Practical Applications of Agents and Multiagent Systems, pp. 639-647  incollection DOI URL 
Conde, A., De Ipina, K.L., Larranaga, M., Garay-Vitoria, N., Irigoyen, E., Ezeiza, A., Rubio, J. and Lopez, J. ITS-LAGUNTXO: enhancing the integration of people with intellectual disabilities 2010 International Journal of Social and Humanistic Computing
Vol. 1(3), pp. 314-330 
article DOI URL 
Gómez-Garay, V., Irigoyen, E. and Artaza, F. GENNET-Toolbox: an evolving genetic algorithm for neural network training 2010 International Conference on Hybrid Artificial Intelligence Systems, pp. 368-375  inproceedings DOI URL 
Irigoyen, E., de Ipiña, K., Garay, N., Goicoechea, A., Ezeiza, A., Conde, A., Larrañaga, M. and Soraluze, A. A Robust intelligent tutoring system for the integration of people with intellectual disabilities into social and work environments 2010 New Achievements in Technology, Education and Development  incollection DOI URL 
Irigoyen, E., Larrea, M., Valera, J., Gómez, V. and Artaza, F. A hybridized neuro-genetic solution for controlling industrial r3 workspace 2010 Neural Network World
Vol. 20(7), pp. 811 
article URL 
Irigoyen, E., Larrea, M., Valera, J., Gómez, V. and Artaza, F. A Neuro-genetic Control Scheme Application for Industrial R3 Workspaces 2010 Hybrid Artificial Intelligence Systems, pp. 343-350  inproceedings DOI URL 
Iza, R., Irigoyen, E., Gómez, V., Artaza, F. and Etxebeste, H. Hybridization approach of plant models for enhancing ship electrical system analysis 2010 Electrical Systems for Aircraft, Railway and Ship Propulsion, pp. 1-6  inproceedings DOI URL 
Larrea, M., Irigoyen, E. and Gómez, V. Adding nonlinear system dynamics to Levenberg-Marquardt algorithm for neural network control 2010 International Conference on Artificial Neural Networks, pp. 352-357  inproceedings DOI URL 
Larrea, M., Irigoyen, E., Gómez, V. and Artaza, F. Nonlinear system control based on neural networks with adaptive predictive strategy 2010 2010 IEEE 15th Conference on Emerging Technologies & Factory Automation (ETFA 2010), pp. 1-7  inproceedings DOI URL 
Mart\inez, R., de Ipiña, K.L., Irigoyen, E. and Asla, N. Hybrid approach for Automatic Evaluation of Emotion Elicitation oriented to people with intellectual disabilities 2010 International Conference on Hybrid Artificial Intelligence Systems, pp. 286-293  inproceedings DOI URL 
Mart\inez, R., de Ipiña, K.L., Irigoyen, E., Asla, N., Garay, N., Ezeiza, A. and Fajardo, I. Emotion elicitation oriented to the development of a human emotion management system for people with intellectual disabilities 2010 Trends in practical applications of agents and multiagent systems, pp. 689-696  incollection DOI URL 
Mart\inez, R., Irigoyen, E., de Ipiña, K.L. and Asla, N. Automatic Evaluation of Emotion Elicitation oriented to people with intellectual disabilities 2010 2010 IEEE 15th Conference on Emerging Technologies & Factory Automation (ETFA 2010), pp. 1-8  inproceedings DOI URL 
Conde, A., de Ipiña, K.L., Larrañaga, M., Garay-Vitoria, N., Irigoyen, E., Ezeiza, A. and Rubio, J. LAGUNTXO: A rule-based intelligent tutoring system oriented to people with intellectual disabilities 2009 World Summit on Knowledge Society, pp. 186-195  inproceedings DOI URL 
de Ipiña Peña, K.L., Olagaray, M.L., Vitoria, N.G., Ramos, A.E., Gordo, E.I., Rubio, J. and Manjón, A.C. Laguntxo: Un sistema tutor inteligente orientado a personas con discapacidad intelectual 2009 JIC'09, pp. 10  inproceedings URL 
Valera, J., Irigoyen, E., Gomez-Garay, V. and Artaza, F. Application of neuro-genetic techniques in solving industrial crane kinematic control problem 2009 2009 IEEE International Conference on Mechatronics, pp. 1-7  inproceedings DOI URL 
Irigoyen E. L. de Ipiña K., G.N.G.A.E.A.S.A. Design of human emotions analysis for people with mental disabilities: Experimental stage and ethical issues 2008
Vol. 1Proceedings of IADIS INTERNATIONAL CONFERENCE ICT, SOCIETY AND HUMAN BEINGS 2008, pp. 245-248 
inproceedings URL 
Irigoyen, E., de Ipiña, K., Garay, N., Fajardo, I., Goicoechea, A., Ezeiza, A., Peñagarikano, M., Bordel, G., Conde, A., Larrañaga, M. and others A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNICTIVE DISABILITIES 2008 INTED2008  inproceedings URL 
Irigoyen, E., de Ipiña, K., Garay, N., Goicoechea, A., Ezeiza, A., Peñagarikano, M., Bordel, G., Conde, A., Larrañaga, M., Rodr, L. and others Intelligent Tutoring System for People with Cognitive Disabilities 2008   proceedings  
Irigoyen, E. and Pinzolas, M. Numerical bounds to assure initial local stability of NARX multilayer perceptrons and radial basis functions 2008 Neurocomputing
Vol. 72(1-3), pp. 539-547 
article DOI URL 
Rubio, J., Vaquero, C., De Ipiña, J.L., Irigoyen, E., de Ipiña, K.L., Garay, N., Conde, A., Larrañaga, M., Ezeiza, A., Soraluze, A. and others Tutor project: An intelligent tutoring system to improve cognitive disabled people integration 2008 International Conference on Computers for Handicapped Persons, pp. 729-732  inproceedings DOI URL 
Valera, J.J., Irigoyen, E., Gómez, V. and Larrea, M. Aplicación de Técnicas Neuro-Genéticas en la resolución del problema de control cinemático en un puente grúa 2008 XXIX Jornadas de Automática  inproceedings URL 
Garc\ia, J., López de Ipiña, K., Irigoyen, E., Elorriaga, J.A., Garay, N., Zulueta, E., Rubio, J., Vaquero, C., Peñagarikano, M., López, J.M. and others Intelligent Tutoring System to Integrate people with Down Syndrome into work environments 2006 IADAT-e2006. International Conference on Education. Conference Proceedings Book. International Conference on Education. IADAT. Innovation, Technology and Research on Education, Barcelona, Spain, pp. 120-123  inproceedings URL 
Gómez, V., Artaza, F., Irigoyen, E. and Iriondo, N. Un método para la asignación de la docencia en el ámbito universitario mediante algoritmos genéticos 2005 IV Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados,MAEB2005  inproceedings URL 
López de Ipiña, K., Zulueta, E., Peñagarikano, M., Bordel, G., Garay, N., Elorriaga, J., López, J., Irigoyen, E., Ezeiza, A., López de Ipiña, J. and others Sistema tutor inteligente (STI) para la integración laboral de trabajadores con s\indrome de Down 2005 VI Congreso de Interacción Persona-Ordenador (Interacción 2005), pp. 25-30  inproceedings URL 
Irigoyen, E., Galván, J. and Pérez-Ilzarbe, M. A neuro predictive controller for constrained nonlinear systems 2003 IASTED International Conference Artificial Intelligence and Applications  inproceedings URL 
Irigoyen, E., Galván, J.B. and Pérez-Ilzarbe, M.J. A Neural Controller for Constrained Optimal Control of Nonlinear Systems 2003 IASTED International Conference Artificial Intelligence and Applications, Spain  inproceedings URL 
Toledo, A., Irigoyen, E. and Pinzolas, M. On the Initialization of Recurrent Backpropagation Neural Networks 2003 IASTED International Conference Artificial Intelligence and Applications  inproceedings URL 
Irigoyen, E., Galván, J.B. and Perez-Ilzarbe, M.J. Neural networks for constrained optimal control of nonlinear systems 2000
Vol. 4Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium, pp. 299-304 
inproceedings DOI URL