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 (CISIS-ICEUTE, 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 (CISIS-ICEUTE, 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 (CISIS-ICEUTE, 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 (CISIS-ICEUTE, 2021)

Dimensionality-Reduction Methods for the Analysis of Web Traffic. - Nuño Basurto; Álvaro Michelena; Daniel Urda; Héctor Quintián; José Luís Calvo-Rolle; Álvaro Herrero 001 (CISIS-ICEUTE, 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 (CISIS-ICEUTE, 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 (CISIS-ICEUTE, 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 (DCAI (2), 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 (XoveTIC, 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)

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 (CISIS-ICEUTE, 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 (CISIS-ICEUTE, 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 (DCAI (3), 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 (DCAI (3), 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 (DCAI (3), 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 (HAIS, 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 (HAIS, 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 (SOCO (1), 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 (SOCO (1), 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 (SOCO (1), 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 (SOCO (1), 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)

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, 2023)

A Fault-Detection System Approach for the Optimization of Warship Equipment Replacement Parts Based on Operation Parameters. - Álvaro Michelena; Víctor López 002; Francisco Lamas López; Elena Arce; José Mendoza García; Andrés Suárez-García; Guillermo García Espinosa; José Luís Calvo-Rolle; Héctor Quintián (Sensors, 2023)

Wind Speed Virtual Sensor for Small Wind Turbine. - Antonio Díaz-Longueira; Paula Arcano-Bea; Míriam Timiraos; Álvaro Michelena; Francisco Javier de Cos Juez; José Luís Calvo-Rolle (DCAI (4), 2024)

Dimensional Reduction Techniques for the Characterization of Behavioral Patterns in Dairy Cows. - Álvaro Michelena; Antonio Díaz-Longueira; Paula Arcano-Bea; Héctor Quintián; Oscar Fontenla-Romero; José Luís Calvo-Rolle (DCAI (4), 2024)

A Hybrid Intelligence Model Forecasts the Temperature of a Battery Used in Electric Vehicles. - Manuel Rubiños; Paula Arcano-Bea; Antonio Díaz-Longueira; Álvaro Michelena; Rafael Vega Vega; José Luís Casteleiro-Roca; José Manuel Andújar (DCAI (4), 2024)

A Comparative Analysis of Algorithms and Metrics to Perform Clustering. - Manuel Rubiños; Antonio Díaz-Longueira; Míriam Timiraos; Álvaro Michelena; María Teresa García-Ordás; Héctor Alaiz-Moretón (DCAI (4), 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 (HAIS (2), 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 (HAIS (2), 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 (HAIS (2), 2024)

DoS Attack Detection and Identification over Zigbee Environments Using Supervised Classification Algorithms. - Lawrence Nforh Chesuh; Álvaro Michelena; Jose Aveleira-Mata; María Teresa García-Ordás; Francisco Zayas-Gato; Esteban Jove; Héctor Alaiz-Moretón (ISAmI, 2024)

Potable Water Quality Assessment Through an Intelligent Classification Model. - Míriam Timiraos; Antonio Díaz-Longueira; Álvaro Michelena; Francisco Zayas-Gato; José Luís Casteleiro-Roca; José Luís Calvo-Rolle (ISAmI, 2024)

Characterization of Cattle Behavior Based on Dimensional Reduction Techniques. - Álvaro Michelena; Antonio Díaz-Longueira; Míriam Timiraos; Héctor Quintián; Oscar Fontenla-Romero; José Luís Calvo-Rolle (SOCO (1), 2024)

A Hybrid Intelligence Model Forecasts the SOC of Electric Vehicle's Battery. - Manuel Rubiños; Paula Arcano-Bea; Míriam Timiraos; Álvaro Michelena; Rafael Vega Vega; José Manuel Andújar; José Luís Casteleiro-Roca (SOCO (2), 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)

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., 2024)

Comparative analysis of unsupervised anomaly detection techniques for heat detection in dairy cattle. - Álvaro Michelena; Antonio Díaz-Longueira; Paulo Novais; Dragan Simic; Oscar Fontenla-Romero; José Luís Calvo-Rolle (Neurocomputing, 2025)

A new deep learning-based approach for predicting the geothermal heat pump's thermal power of a real bioclimatic house. - Francisco Zayas-Gato; Antonio Díaz-Longueira; Paula Arcano-Bea; Álvaro Michelena; José Luís Calvo-Rolle; Esteban Jove (Appl. Intell., 2025)