Álvaro Michelena

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 23

Top Topics

Anomaly Detection

Denial Of Service

Comparative Study

Top Venues

Publications

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) (2024)
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)
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)
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)
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)
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) (2023)
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)
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)
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) (2023)
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)
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) (2023)
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)
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)
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)
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)
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)
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) (2022)
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)
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)
Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luis Calvo-Rolle
An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids. CISIS-ICEUTE (2022)
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)
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)
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)