Francisco Zayas-Gato

According to our database, Francisco Zayas-Gato authored at least 34 papers between 2020 and 2024.

Collaborative distances:

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

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

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, July, 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

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

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

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

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

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 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

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

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

Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural Networks.

Víctor López, José Luís Casteleiro-Roca, Francisco Zayas-Gato, Juan Albino Méndez Pérez, 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

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, María Martín, José Antonio Reboso, Michal Wozniak, José Luís Calvo-Rolle

Log. J. IGPL, 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

Proceedings of the Sustainable Smart Cities and Territories, 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

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 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

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

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

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

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 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

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 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

Proceedings of the 11th International Conference on EUropean Transnational Educational, 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

Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 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

Proceedings of the 13th International Conference on Computational Intelligence in Security for Information Systems, 2020

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

Proceedings of the 13th International Conference on Computational Intelligence in Security for Information Systems, 2020