Álvaro Michelena Grandío

According to our database, Álvaro Michelena Grandío authored at least 29 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport.

Álvaro Michelena, José Aveleira-Mata, Esteban Jove, Martín Bayón-Gutiérrez, Paulo Novais, Oscar Fontenla-Romero, José Luís Calvo-Rolle, Héctor Alaiz-Moretón

Expert Syst. J. Knowl. Eng., February, 2024

Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices.

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

Log. J. IGPL, 2024

Characterization of Water Consumers in Urban Areas Based on Data Visualization Techniques.

Manuel Rubiños, Paula Arcano-Bea, Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

Identification and Behavior Pattern Recognition of Cows in Intensive and Extensive Farms Using Intelligent Collars and Dimensional Reduction Techniques.

Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

Missing Meteorological Data Imputation for Mini Eolic Electrical Power Prediction.

María Teresa García-Ordás, Antonio Díaz-Longueira, Álvaro Michelena, Esteban Jove, Martín Bayón-Gutiérrez, Héctor Alaiz-Moretón

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

2023

A Fault-Detection System Approach for the Optimization of Warship Equipment Replacement Parts Based on Operation Parameters.

Álvaro Michelena, Víctor López, Francisco Lamas López, Elena Arce, José Mendoza García, Andrés Suárez-García, Guillermo García Espinosa, José Luís Calvo-Rolle, Héctor Quintián

Sensors, April, 2023

A novel method for anomaly detection using beta Hebbian learning and principal component analysis.

Francisco Zayas-Gato, Álvaro Michelena, Héctor Quintián, Esteban Jove, José Luís Casteleiro-Roca, Paulo Leitão, José Luís Calvo-Rolle

Log. J. IGPL, March, 2023

Development of an Intelligent Classifier Model for Denial of Service Attack Detection.

Álvaro Michelena, Jose Aveleira-Mata, Esteban Jove, Héctor Alaiz-Moretón, Héctor Quintián, José Luís Calvo-Rolle

Int. J. Interact. Multim. Artif. Intell., 2023

Categorization of CoAP DoS Attack Based on One-Class Boundary Methods.

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

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction.

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

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Machine Learning Based System for Detecting Battery State-of-Health.

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

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine.

Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Esteban Jove, Héctor Quintián, Dragan Simic, José Luís Calvo-Rolle

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP.

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

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries.

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

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction.

Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, Oscar Fontenla-Romero, José Luís Calvo-Rolle

Proceedings of the Distributed Computing and Artificial Intelligence, Special Sessions II, 2023

Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol.

Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Francisco Javier de Cos Juez, Héctor Alaiz-Moretón, Dragan Simic, Oscar Fontenla-Romero, José Luís Calvo-Rolle

Proceedings of the Distributed Computing and Artificial Intelligence, Special Sessions II, 2023

Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters.

Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, Roberto Casado-Vara, Oscar Fontenla-Romero, José Luís Calvo-Rolle

Proceedings of the Distributed Computing and Artificial Intelligence, Special Sessions II, 2023

A Novel Method for Failure Detection Based on Real-Time Systems Identification.

Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle

Proceedings of the International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023), 2023

System Identification and Emulation of a Physical Level Control Plant Using a Low Cost Embedded System.

Daniel Méndez-Busto, Antonio Díaz-Longueira, Álvaro Michelena, Míriam Timiraos, Francisco Zayas-Gato, Esteban Jove, Elena Arce, Héctor Quintián

Proceedings of the International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023), 2023

2022

A distributed topology for identifying anomalies in an industrial environment.

Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Paulo Novais, Juan Albino Méndez Pérez, José Luís Calvo-Rolle

Neural Comput. Appl., 2022

Comparative study of anomaly detection techniques for monitoring Lithium Iron Phosphate - LiFePO4 batteries.

Álvaro Michelena Grandío, Francisco Zayas-Gato, Esteban Jove, Oscar Fontenla-Romero, José Luís Calvo-Rolle

Proceedings of V XoveTIC Conference, 2022

Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques.

Álvaro Michelena, José Aveleira-Mata, Esteban Jove, Héctor Alaiz-Moretón, Héctor Quintián, José Luís Calvo-Rolle

Proceedings of the Distributed Computing and Artificial Intelligence, 2022

3D Virtual Laboratory for Control Engineering Using Blended Learning Methodology.

Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Elena Arce, José Luís Calvo-Rolle

Proceedings of the International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022), 2022

An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids.

Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle

Proceedings of the International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022), 2022

Dimensionality-Reduction Methods for the Analysis of Web Traffic.

Nuño Basurto, Álvaro Michelena, Daniel Urda, Héctor Quintián, José Luís Calvo-Rolle, Álvaro Herrero

Proceedings of the International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022), 2022

2021

Virtual Implementation of Practical Control Subjects as an Alternative to Face-to-Face Laboratory Lessons.

Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Elena Arce-Fariña, José Luís Calvo-Rolle

Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021

Low Cost Three-Phase Motor Speed Control System Design for Educational Laboratory Practices.

Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, José Luís Calvo-Rolle

Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021

Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices.

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

Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021

Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach.

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

Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021