Álvaro
Michelena Grandío
Investigador en formación FPU-MEC
Francisco
Zayas Gato
Profesor Axudante Doutor
Publications by the researcher in collaboration with Francisco Zayas Gato (20)
2024
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Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices
Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 352-365
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Virtual laboratories for distance learning in STEAM degrees
Revista de investigación en educación, Vol. 22, Núm. 1, pp. 87-106
2023
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3D Virtual Laboratory for Control Engineering Using Blended Learning Methodology
Lecture Notes in Networks and Systems
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A novel method for anomaly detection using beta Hebbian learning and principal component analysis
Logic Journal of the IGPL, Vol. 31, Núm. 2, pp. 390-399
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An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids
Lecture Notes in Networks and Systems
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Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters
Lecture Notes in Networks and Systems
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Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine
Lecture Notes in Networks and Systems
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Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction
Lecture Notes in Networks and Systems
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Machine Learning Based System for Detecting Battery State-of-Health
Lecture Notes in Networks and Systems
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Preface
Lecture Notes in Networks and Systems
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System Identification and Emulation of a Physical Level Control Plant Using a Low Cost Embedded System
Lecture Notes in Networks and Systems
2022
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A Novel Proposal for Estimating PID Parameters Based on Centroids
Lecture Notes in Electrical Engineering
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A distributed topology for identifying anomalies in an industrial environment
Neural Computing and Applications, Vol. 34, Núm. 23, pp. 20463-20476
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Creación de laboratorios virtuales para asignaturas de control con Factory I/O® y Simulink®
Servizo de Publicacións
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Experiencia blended learning apoyada en un laboratorio virtual para educación de materias STEM
Bordón: Revista de pedagogía, Vol. 74, Núm. 4, pp. 125-143
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Técnicas de clasificación supervisadas para la detección de anomalías en el control de procesos industriales
XLIII Jornadas de Automática: libro de actas: 7, 8 y 9 de septiembre de 2022, Logroño (La Rioja)
2021
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Detection of DoS Attacks in an IoT Environment with MQTT Protocol Based on Intelligent Binary Classifiers †
Engineering Proceedings, Vol. 7, Núm. 1
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Implementación virtual de prácticas de asignaturas de control como alternativa a las prácticas de laboratorio presenciales
XLII Jornadas de Automática: libro de actas, Castellón, 1 a 3 de septiembre de 2021
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Sistema de prácticas virtuales como alternativa al laboratorio presencial en asignaturas de Ingeniería de Control
Contextos universitarios transformadores. A nova normalidade académica. Leccións aprendidas e retos de futuro: V Xornadas de innovación docente