A Comparative Study to Detect Flowmeter Deviations Using One-Class Classifiers. - Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; Francisco Zayas-Gato; Paulo Novais; Juan Albino Méndez Pérez; José Luís Calvo-Rolle (CISIS, 2020)

Hybrid Approximate Convex Hull One-Class Classifier for an Industrial Plant. - Iago Núñez; Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; Francisco Zayas-Gato; Dragan Simic; José Luís Calvo-Rolle (CISIS, 2020)

A Hybrid One-Class Topology for Non-convex Sets. - Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; Francisco Zayas-Gato; Roberto Casado-Vara; Bruno Baruque; Juan Albino Méndez Pérez; José Luís Calvo-Rolle (HAIS, 2020)

Data Collection Description for Evaluation and Analysis of Engineering Students Academic Performance. - José Antonio López-Vázquez; José Luís Casteleiro-Roca; Esteban Jove; Francisco Zayas-Gato; Héctor Quintián; José Luís Calvo-Rolle (ICEUTE, 2020)

A Solar Thermal System Temperature Prediction of a Smart Building for Data Recovery and Security Purposes. - José Luís Casteleiro-Roca; María Teresa García-Ordás; Esteban Jove; Francisco Zayas-Gato; Héctor Quintián; Héctor Alaiz-Moretón; José Luís Calvo-Rolle (IDEAL (2), 2020)

A Fault Detection System for Power Cells During Capacity Confirmation Test Through a Global One-Class Classifier. - Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; Francisco Zayas-Gato; José Luís Calvo-Rolle (IDEAL (2), 2020)

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)

Longitudinal Study of Grades for the Industrial Electronics and Automation Engineering Degree Programme. - José Antonio López-Vázquez; Elena Arce; María Isabel Fernández-Ibáñez; José Luís Casteleiro-Roca; Francisco Zayas; Andrés Suárez-García (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)

Hybrid Model to Calculate the State of Charge of a Battery. - María Teresa García-Ordás; David Yeregui Marcos del Blanco; José Aveleira-Mata; Francisco Zayas-Gato; Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; José Luís Calvo-Rolle; Héctor Alaiz-Moretón (HAIS, 2021)

Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers. - Esteban Jove; Jose Aveleira-Mata; Héctor Alaiz-Moretón; José Luís Casteleiro-Roca; David Yeregui Marcos del Blanco; Francisco Zayas-Gato; Héctor Quintián; José Luís Calvo-Rolle (SSCT, 2021)

Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients Under General Anesthesia. - Esteban Jove; Jose M. Gonzalez-Cava; José Luís Casteleiro-Roca; Héctor Quintián; Juan Albino Méndez Pérez; Rafael Vega Vega; Francisco Zayas-Gato; Francisco Javier de Cos Juez; Ana León 002; María Martín; José Antonio Reboso; Michal Wozniak 001; et al. (Log. J. IGPL, 2021)

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)

Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural Networks. - Víctor López 002; José Luís Casteleiro-Roca; Francisco Zayas-Gato; Juan Albino Méndez Pérez; 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 hybrid one-class approach for detecting anomalies in industrial systems. - Francisco Zayas-Gato; Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; Andrés José Piñón Pazos; Dragan Simic; José Luís Calvo-Rolle (Expert Syst. J. Knowl. Eng., 2022)

A One-class Classifier Based on a Hybrid Topology to Detect Faults in Power Cells. - Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; Francisco Zayas-Gato; Gianni Viardo Vercelli; José Luís Calvo-Rolle (Log. J. IGPL, 2022)

One-Class-Based Intelligent Classifier for Detecting Anomalous Situations During the Anesthetic Process. - Alberto Leira; Esteban Jove; Jose M. Gonzalez-Cava; José Luís Casteleiro-Roca; Héctor Quintián; Francisco Zayas-Gato; Santiago Torres Álvarez; Svetlana Simic; Juan Albino Méndez Pérez; José Luís Calvo-Rolle (Log. J. IGPL, 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)

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)

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)

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)

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)

Intelligent model for active power prediction of a small wind turbine. - Francisco Zayas-Gato; Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; Francisco Javier Perez Castelo; Andrés José Piñón Pazos; Elena Arce; José Luís Calvo-Rolle (Log. J. IGPL, 2023)

A Deep Learning-Based OCR System Implementation for Traceability Ensurement in a Metal Manufacturing Workshop. - Paula Arcano-Bea; Míriam Timiraos; Pablo Fariñas; Francisco Zayas-Gato; José Luís Calvo-Rolle; Esteban Jove (DCAI (4), 2024)

A Machine Learning - Based System for Determining Water Potability. - Míriam Timiraos; Antonio Díaz-Longueira; Francisco Zayas-Gato; José Luís Casteleiro-Roca; Oscar Fontenla-Romero; José Luís Calvo-Rolle (DCAI (4), 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)

Intelligent Vision Approach for the Optimal Clamping Point Location of a Robotic System. - Paula Arcano-Bea; Francisco Zayas-Gato; Esteban Jove; Adrián Cora Sierra; Lorenzo Ortiz; Adolfo Lamas 001; Pablo Fariñas; José Luís Calvo-Rolle (ISAmI, 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)

Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach. - María Teresa García-Ordás; David Yeregui Marcos del Blanco; José Aveleira-Mata; Francisco Zayas-Gato; Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; José Luís Calvo-Rolle; Héctor Alaiz-Moretón (Log. J. IGPL, 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 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)