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 | 13 | 2023 |
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 | 9 | 2024 |
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 | 5 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2022 |
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 | 3 | 2021 |
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 | 2 | 2023 |
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 | 2 | 2023 |
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 | 2 | 2022 |
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 | 2 | 2022 |
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 | 1 | 2023 |
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 | 1 | 2022 |
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 | 1 | 2022 |
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 | 1 | 2022 |
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 | 1 | 2022 |
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 | 1 | 2022 |
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 | 1 | 2022 |
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 | 1 | 2021 |
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 | 1 | 2021 |
Novel adaptive approach for anomaly detection in nonlinear and time-varying industrial systems Á Michelena, F Zayas-Gato, E Jove, JL Casteleiro-Roca, H Quintián, ... Logic Journal of the IGPL, jzae070, 2024 | | 2024 |