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ORCIDFrancisco Zayas-Gato
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- affiliation: University of A Coruna, Spain
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2020 – today
- 2024
[j8]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): 352-365 (2024)- [c26]Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle:
Identification and Behavior Pattern Recognition of Cows in Intensive and Extensive Farms Using Intelligent Collars and Dimensional Reduction Techniques. HAIS (2) 2024: 3-12 - [c25]Manuel Rubiños, Paula Arcano-Bea, Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato:
Characterization of Water Consumers in Urban Areas Based on Data Visualization Techniques. HAIS (2) 2024: 88-99 - 2023
- [j7]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): 390-399 (2023) - [j6]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): 785-803 (2023) - [c24]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: 238-247 - [c23]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: 11-20 - [c22]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: 61-70 - [c21]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: 545-553 - [c20]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: 145-154 - [c19]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: 155-164 - [c18]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: 165-173 - [e1]Esteban Jove, Francisco Zayas-Gato, Álvaro Michelena, José Luís Calvo-Rolle:
Distributed Computing and Artificial Intelligence, Special Sessions II - Intelligent Systems Applications, 20th International Conference. Lecture Notes in Networks and Systems 742, Springer 2023, ISBN 978-3-031-38615-2 [contents] - 2022
- [j5]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) - [j4]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): 326-341 (2022) - [j3]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): 679-694 (2022) - [j2]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): 20463-20476 (2022) - [c17]Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle:
An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids. CISIS-ICEUTE 2022: 40-51 - [c16]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: 256-265 - [c15]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: 79-88 - [c14]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: 80-82 - 2021
- [j1]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): 193-206 (2021) - [c13]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: 23-32 - [c12]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: 84-93 - [c11]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: 254-263 - [c10]José Antonio López-Vázquez, Elena Arce, María Isabel Fernández-Ibáñez, José Luís Casteleiro-Roca, Francisco Zayas, Andrés Suárez-García:
Longitudinal Study of Grades for the Industrial Electronics and Automation Engineering Degree Programme. CISIS-ICEUTE 2021: 295-304 - [c9]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: 315-324 - [c8]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: 379-390 - [c7]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: 249-260 - 2020
- [c6]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: 66-75 - [c5]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: 282-292 - [c4]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: 341-349 - [c3]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: 317-328 - [c2]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: 468-476 - [c1]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: 477-484
Coauthor Index
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last updated on 2024-12-10 20:52 CET by the dblp team
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