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ORCIDÁlvaro Michelena Grandío
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- affiliation: University of A Coruna, Department of Industrial Engineering, Spain
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2020 – today
- 2024
[j6]Álvaro Michelena
, José Aveleira-Mata, Esteban Jove, Martín Bayón-Gutiérrez, Paulo Novais, Oscar Fontenla-Romero, José Luís Calvo-Rolle, Héctor Alaiz-Moretón:
A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport. Expert Syst. J. Knowl. Eng. 41(2) (2024)- [j5]Álvaro Michelena, María Teresa García-Ordás, José Aveleira-Mata, David Yeregui Marcos del Blanco, Míriam Timiraos Díaz, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle:
Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices. Log. J. IGPL 32(2): 352-365 (2024) - 2023
- [j4]Francisco Zayas-Gato, Álvaro Michelena, Héctor Quintián, Esteban Jove, José Luís Casteleiro-Roca, Paulo Leitão, José Luís Calvo-Rolle:
A novel method for anomaly detection using beta Hebbian learning and principal component analysis. Log. J. IGPL 31(2): 390-399 (2023) - [j3]Álvaro Michelena, Jose Aveleira-Mata, Esteban Jove, Héctor Alaiz-Moretón, Héctor Quintián, José Luís Calvo-Rolle:
Development of an Intelligent Classifier Model for Denial of Service Attack Detection. Int. J. Interact. Multim. Artif. Intell. 8(3): 33 (2023) - [j2]Álvaro Michelena, Víctor López, Francisco Lamas López, Elena Arce, José Mendoza García, Andrés Suárez-García, Guillermo García Espinosa, José Luís Calvo-Rolle, Héctor Quintián:
A Fault-Detection System Approach for the Optimization of Warship Equipment Replacement Parts Based on Operation Parameters. Sensors 23(7): 3389 (2023) - [c20]Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle:
A Novel Method for Failure Detection Based on Real-Time Systems Identification. CISIS-ICEUTE 2023: 49-58 - [c19]Daniel Méndez-Busto, Antonio Díaz-Longueira, Álvaro Michelena, Míriam Timiraos, Francisco Zayas-Gato, Esteban Jove, Elena Arce, Héctor Quintián:
System Identification and Emulation of a Physical Level Control Plant Using a Low Cost Embedded System. CISIS-ICEUTE 2023: 238-247 - [c18]Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Francisco Javier de Cos Juez, Héctor Alaiz-Moretón, Dragan Simic, Oscar Fontenla-Romero, José Luís Calvo-Rolle:
Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol. DCAI (3) 2023: 1-10 - [c17]Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, Oscar Fontenla-Romero, José Luís Calvo-Rolle:
Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction. DCAI (3) 2023: 11-20 - [c16]Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, Roberto Casado-Vara, Oscar Fontenla-Romero, José Luís Calvo-Rolle:
Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters. DCAI (3) 2023: 61-70 - [c15]Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, María Teresa García-Ordás, José Luís Calvo-Rolle, Héctor Alaiz-Moretón:
One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP. HAIS 2023: 3-14 - [c14]Antonio Díaz-Longueira, Álvaro Michelena, Míriam Timiraos, Francisco Zayas-Gato, Héctor Quintián, Carmen Benavides-Cuellar, Héctor Alaiz-Moretón, José Luís Calvo-Rolle, María Teresa García-Ordás:
Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries. HAIS 2023: 545-553 - [c13]Míriam Timiraos, Álvaro Michelena, Antonio Díaz-Longueira, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, Martín Bayón-Gutiérrez, Héctor Alaiz-Moretón, José Luís Calvo-Rolle:
Categorization of CoAP DoS Attack Based on One-Class Boundary Methods. SOCO (1) 2023: 112-121 - [c12]Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Esteban Jove, Héctor Quintián, Dragan Simic, José Luís Calvo-Rolle:
Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine. SOCO (1) 2023: 145-154 - [c11]Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Esteban Jove, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle:
Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction. SOCO (1) 2023: 155-164 - [c10]Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Francisco Zayas-Gato, Héctor Quintián, Natalia Prieto-Fernández, Héctor Alaiz-Moretón, José Luís Calvo-Rolle, María Teresa García-Ordás:
Machine Learning Based System for Detecting Battery State-of-Health. SOCO (1) 2023: 165-173 - [e1]Esteban Jove, Francisco Zayas-Gato, Álvaro Michelena, José Luís Calvo-Rolle:
Distributed Computing and Artificial Intelligence, Special Sessions II - Intelligent Systems Applications, 20th International Conference. Lecture Notes in Networks and Systems 742, Springer 2023, ISBN 978-3-031-38615-2 [contents] - 2022
- [j1]Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Paulo Novais, Juan Albino Méndez Pérez, José Luís Calvo-Rolle:
A distributed topology for identifying anomalies in an industrial environment. Neural Comput. Appl. 34(23): 20463-20476 (2022) - [c9]Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle:
An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids. CISIS-ICEUTE 2022: 40-51 - [c8]Nuño Basurto, Álvaro Michelena, Daniel Urda, Héctor Quintián, José Luís Calvo-Rolle, Álvaro Herrero:
Dimensionality-Reduction Methods for the Analysis of Web Traffic. CISIS-ICEUTE 2022: 62-72 - [c7]Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Elena Arce, José Luís Calvo-Rolle:
3D Virtual Laboratory for Control Engineering Using Blended Learning Methodology. CISIS-ICEUTE 2022: 256-265 - [c6]Álvaro Michelena, José Aveleira-Mata, Esteban Jove, Héctor Alaiz-Moretón, Héctor Quintián, José Luís Calvo-Rolle:
Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques. DCAI (2) 2022: 59-68 - [c5]Álvaro Michelena Grandío, Francisco Zayas-Gato, Esteban Jove, Oscar Fontenla-Romero, José Luís Calvo-Rolle:
Comparative study of anomaly detection techniques for monitoring Lithium Iron Phosphate - LiFePO4 batteries. XoveTIC 2022: 80-82 - 2021
- [c4]Álvaro Michelena Grandío, María Teresa García-Ordás, David Yeregui Marcos del Blanco, José Aveleira-Mata, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle:
Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices. CISIS-ICEUTE 2021: 23-32 - [c3]José Aveleira-Mata, Esteban Jove, David Yeregui Marcos del Blanco, María Teresa García-Ordás, Francisco Zayas-Gato, Álvaro Michelena, José Luís Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle:
Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach. CISIS-ICEUTE 2021: 84-93 - [c2]Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Elena Arce-Fariña, José Luís Calvo-Rolle:
Virtual Implementation of Practical Control Subjects as an Alternative to Face-to-Face Laboratory Lessons. CISIS-ICEUTE 2021: 254-263 - [c1]Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, José Luís Calvo-Rolle:
Low Cost Three-Phase Motor Speed Control System Design for Educational Laboratory Practices. CISIS-ICEUTE 2021: 315-324
Coauthor Index
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