Eloy Irigoyen

Orcid: 0000-0002-9119-1652

According to our database1, Eloy Irigoyen authored at least 49 papers between 2000 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Model-Based Design of the IMO-NMPC Strategy: Real-Time Implementation.
Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

A New Proposal for Detection and Location of Cyberattacks in Industrial Processes.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2023

2022
GSR signal database collected while solving 3D puzzles and relaxation responses labelled.
Dataset, May, 2022

The Effect of Iterative Learning Control on the Force Control of a Hydraulic Cushion.
Log. J. IGPL, 2022

Control of MIMO Systems with iMO-NMPC Strategy.
Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

Studying the Use of ANN to Estimate State-Space Variables for MIMO Systems in a NMPC Strategy.
Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

2021
Extreme learning machine ensemble model for time series forecasting boosted by PSO: Application to an electric consumption problem.
Neurocomputing, 2021

An Innovative MIMO Iterative Learning Control Approach for the Position Control of a Hydraulic Press.
IEEE Access, 2021

2020
A Review of Shared Control for Automated Vehicles: Theory and Applications.
IEEE Trans. Hum. Mach. Syst., 2020

Diagnosis of atrial fibrillation based on arterial pulse wave foot point detection using artificial neural networks.
Comput. Methods Programs Biomed., 2020

Online robust R-peaks detection in noisy electrocardiograms using a novel iterative smart processing algorithm.
Appl. Math. Comput., 2020

A Low-Cost, Portable Solution for Stress and Relaxation Estimation Based on a Real-Time Fuzzy Algorithm.
IEEE Access, 2020

MIMO Neural Models for a Twin-Rotor Platform: Comparison Between Mathematical Simulations and Real Experiments.
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

Shared Control Framework and Application for European Research Projects.
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

2019
A Self-Paced Relaxation Response Detection System Based on Galvanic Skin Response Analysis.
IEEE Access, 2019

Iterative Learning Control for a Hydraulic Cushion.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

2018
Real time direct kinematic problem computation of the 3PRS robot using neural networks.
Neurocomputing, 2018

An enhanced fuzzy algorithm based on advanced signal processing for identification of stress.
Neurocomputing, 2018

About Extracting Dynamic Information of Unknown Complex Systems by Neural Networks.
Complex., 2018

Intelligent Control Approaches for Modeling and Control of Complex Systems.
Complex., 2018

A PSO Boosted Ensemble of Extreme Learning Machines for Time Series Forecasting.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

2017
A real-time stress classification system based on arousal analysis of the nervous system by an F-state machine.
Comput. Methods Programs Biomed., 2017

Artificial neural network modelling of the bioethanol-to-olefins process on a HZSM-5 catalyst treated with alkali.
Appl. Soft Comput., 2017

Acquisition and Fuzzy Processing of Physiological Signals to Obtain Human Stress Level Using Low Cost Portable Hardware.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Gas Consumption Prediction Based on Artificial Neural Networks for Residential Sectors.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

2016
Detection of Stress Level and Phases by Advanced Physiological Signal Processing Based on Fuzzy Logic.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Mobile Wireless System for Outdoor Air Quality Monitoring.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Reinforcement Learning for Hand Grasp with Surface Multi-field Neuroprostheses.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

2015
Implementation and testing of a soft computing based model predictive control on an industrial controller.
J. Appl. Log., 2015

Real Time Parallel Robot Direct Kinematic Problem Computation Using Neural Networks.
Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

2014
Enhancements for a Robust Fuzzy Detection of Stress.
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014

2013
A NARX neural network model for enhancing cardiovascular rehabilitation therapies.
Neurocomputing, 2013

Microcontroller Implementation of a Multi Objective Genetic Algorithm for Real-Time Intelligent Control.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Low-Cost Platforms Used in Control Education: An Educational Case Study.
Proceedings of the 10th IFAC Symposium on Advances in Control Education, 2013

2012
Intelligent Multi-Objective Nonlinear Model Predictive Control (iMO-NMPC): Towards the 'on-line' optimization of highly complex control problems.
Expert Syst. Appl., 2012

Soft Computing Testing in Real Industrial Platforms for Process Intelligent Control.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

2010
ITS-LAGUNTXO: enhancing the integration of people with intellectual disabilities.
Int. J. Soc. Humanist. Comput., 2010

Emotion Elicitation Oriented to the Development of a Human Emotion Management System for People with Intellectual Disabilities.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

An Intelligent Tutoring System Oriented to the Integration of People with Intellectual Disabilities.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

Adding Nonlinear System Dynamics to Levenberg-Marquardt Algorithm for Neural Network Control.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Hybrid Approach for Automatic Evaluation of Emotion Elicitation Oriented to People with Intellectual Disabilities.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

A Neuro-genetic Control Scheme Application for Industrial <i>R</i><sup>3</sup> Workspaces.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

GENNET-Toolbox: An Evolving Genetic Algorithm for Neural Network Training.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Automatic Evaluation of Emotion Elicitation oriented to people with intellectual disabilities.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

Nonlinear system control based on Neural Networks with Adaptive Predictive strategy.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

2009
LAGUNTXO: A Rule-Based Intelligent Tutoring System Oriented to People with Intellectual Disabilities.
Proceedings of the Visioning and Engineering the Knowledge Society. A Web Science Perspective, 2009

2008
Numerical bounds to assure initial local stability of NARX multilayer perceptrons and radial basis functions.
Neurocomputing, 2008

Tutor Project: An Intelligent Tutoring System to Improve Cognitive Disabled People Integration.
Proceedings of the Computers Helping People with Special Needs, 2008

2000
Neural Networks for Constrained Optimal Control of Non-Linear Systems.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000


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