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Álvaro Michelena
Álvaro Michelena
Verified email at udc.es
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Year
A novel method for anomaly detection using beta Hebbian learning and principal component analysis
F Zayas-Gato, Á Michelena, H Quintián, E Jove, JL Casteleiro-Roca, ...
Logic Journal of the IGPL 31 (2), 390-399, 2023
112023
A novel intelligent approach for man‐in‐the‐middle attacks detection over internet of things environments based on message queuing telemetry transport
A Michelena, J Aveleira‐Mata, E Jove, M Bayón‐Gutiérrez, P Novais, ...
Expert Systems 41 (2), e13263, 2024
72024
Comparative study of anomaly detection techniques for monitoring lithium iron phosphate-lifepo4 batteries
A Michelena, F Zayas-Gato, E Jove, O Fontenla-Romero, JL Calvo-Rolle
Proceedings of V XoveTIC Conference. XoveTIC 14, 80-82, 2023
32023
A distributed topology for identifying anomalies in an industrial environment
F Zayas-Gato, A Michelena, E Jove, JL Casteleiro-Roca, H Quintián, ...
Neural Computing and Applications 34 (23), 20463-20476, 2022
32022
Detection of dos attacks in an IoT environment with MQTT protocol based on intelligent binary classifiers
Á Michelena, F Zayas-Gato, E Jove, JL Calvo-Rolle
Engineering Proceedings 7 (1), 16, 2021
32021
Low-cost hardware platform implementation for system identification and emulation of a real-level control plant
D Méndez-Busto, F Zayas-Gato, A Michelena, MT Díaz, E Jove, ...
INTED2023 Proceedings, 2585-2593, 2023
22023
Dimensionality-reduction methods for the analysis of web traffic
N Basurto, Á Michelena, D Urda, H Quintián, JL Calvo-Rolle, Á Herrero
Computational Intelligence in Security for Information Systems Conference, 62-72, 2022
22022
Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach
J Aveleira-Mata, E Jove, DYM del Blanco, MTG Ordás, F Zayas-Gato, ...
14th International Conference on Computational Intelligence in Security for …, 2022
22022
Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine
A Díaz-Longueira, M Timiraos, Á Michelena, F Zayas-Gato, ...
International Conference on Soft Computing Models in Industrial and …, 2023
12023
A Fault-Detection System Approach for the Optimization of Warship Equipment Replacement Parts Based on Operation Parameters
Á Michelena, V López, FL López, E Arce, J Mendoza García, ...
Sensors 23 (7), 3389, 2023
12023
Development of an Intelligent Classifier Model for Denial of Service Attack Detection
ÁM Grandío, JA Mata, EJ Pérez, HA Moretón, HQ Pardo, JLC Rolle
IJIMAI 8 (3), 33-42, 2023
12023
3D virtual laboratory for control engineering using blended learning methodology
F Zayas-Gato, Á Michelena, E Jove, JL Casteleiro-Roca, H Quintián, ...
Computational Intelligence in Security for Information Systems Conference …, 2022
12022
Experiencia blended learning apoyada en un laboratorio virtual para educación de materias STEM
EA Fariña, F Zayas-Gato, AS García, ÁM Grandío, EJ Pérez, ...
Bordón: Revista de pedagogía 74 (4), 125-143, 2022
12022
Metodología de reducción del tiempo de ajuste de controladores PID autoajustables basado en hiperesferas
Á Michelena, F Zayas-Gato, E Jove, H Quintián, JL Casteleiro-Roca, ...
XVII Simposio CEA de Control Inteligente, 28-32, 2022
12022
Creación de laboratorios virtuales para asignaturas de control con Factory I/O® y Simulink®
Á Michelena, JL Casteleiro-Roca, E Jove, F Zayas-Gato, H Quintián, ...
Universidade da Coruña, Servizo de Publicacións, 2022
12022
Virtual Implementation of Practical Control Subjects as an Alternative to Face-to-Face Laboratory Lessons
F Zayas-Gato, Á Michelena, E Jove, JL Casteleiro-Roca, H Quintián, ...
14th International Conference on Computational Intelligence in Security for …, 2022
12022
Low Cost Three-Phase Motor Speed Control System Design for Educational Laboratory Practices
Á Michelena, F Zayas-Gato, E Jove, JL Casteleiro-Roca, H Quintián, ...
14th International Conference on Computational Intelligence in Security for …, 2022
12022
Sistema de prácticas virtuales como alternativa al laboratorio presencial en asignaturas de Ingeniería de Control
Á Michelena, F Zayas-Gato, E Jove, JL Casteleiro-Roca, E Arce Fariña, ...
Xornadas de Innovación Docente (5º. 2021. A Coruña), 249-259, 2021
12021
Implementación virtual de prácticas de asignaturas de control como alternativa a las prácticas de laboratorio presenciales
Á Michelena, F Zayas-Gato, E Jove, JL Casteleiro-Roca, H Quintián, ...
XLII Jornadas de Automática, 259-268, 2021
12021
Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices
Á Michelena, MT García Ordás, J Aveleira-Mata, DY Marcos del Blanco, ...
Logic Journal of the IGPL 32 (2), 352-365, 2024
2024
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