Francisco Zayas-Gato

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 31

Top Topics

Intrusion Detection

Detecting Anomalies

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)
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)
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
Intelligent model for active power prediction of a small wind turbine. Log. J. IGPL 31 (4) (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)
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)
Víctor López, José Luís Casteleiro-Roca, Francisco Zayas-Gato, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural Networks. DCAI (2) (2022)
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)
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
One-Class-Based Intelligent Classifier for Detecting Anomalous Situations During the Anesthetic Process. Log. J. IGPL 30 (2) (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)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Gianni Viardo Vercelli, José Luís Calvo-Rolle
A One-class Classifier Based on a Hybrid Topology to Detect Faults in Power Cells. Log. J. IGPL 30 (4) (2022)
Álvaro Michelena Grandío, Francisco Zayas-Gato, Esteban Jove, Oscar Fontenla-Romero, José Luís Calvo-Rolle
Comparative study of anomaly detection techniques for monitoring Lithium Iron Phosphate - LiFePO4 batteries. XoveTIC (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)
Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Andrés José Piñón Pazos, Dragan Simic, José Luís Calvo-Rolle
A hybrid one-class approach for detecting anomalies in industrial systems. Expert Syst. J. Knowl. Eng. 39 (9) (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)
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
Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients Under General Anesthesia. Log. J. IGPL 29 (2) (2021)
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
Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers. SSCT (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)
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
Hybrid Model to Calculate the State of Charge of a Battery. HAIS (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)
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
Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices. CISIS-ICEUTE (2021)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Paulo Novais, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
A Comparative Study to Detect Flowmeter Deviations Using One-Class Classifiers. CISIS (2020)
Iago Núñez, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Dragan Simic, José Luís Calvo-Rolle
Hybrid Approximate Convex Hull One-Class Classifier for an Industrial Plant. CISIS (2020)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Roberto Casado-Vara, Bruno Baruque, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
A Hybrid One-Class Topology for Non-convex Sets. HAIS (2020)
José Antonio López-Vázquez, José Luís Casteleiro-Roca, Esteban Jove, Francisco Zayas-Gato, Héctor Quintián, José Luís Calvo-Rolle
Data Collection Description for Evaluation and Analysis of Engineering Students Academic Performance. ICEUTE (2020)
José Luís Casteleiro-Roca, María Teresa García-Ordás, Esteban Jove, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle
A Solar Thermal System Temperature Prediction of a Smart Building for Data Recovery and Security Purposes. IDEAL (2) (2020)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, José Luís Calvo-Rolle
A Fault Detection System for Power Cells During Capacity Confirmation Test Through a Global One-Class Classifier. IDEAL (2) (2020)