Francisco Zayas-Gato

46 papers Misc 5Journal 12Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A new deep learning-based approach for predicting the geothermal heat pump's thermal power of a real bioclimatic house. Appl. Intell. Francisco Zayas-Gato, Antonio Díaz-Longueira, Paula Arcano-Bea, Álvaro Michelena, José Luís Calvo-Rolle, Esteban Jove
2025	—	`conf`	Comparative Performance of Convolutional Neural Networks and Vision Transformers for Quality Assurance of a Welding Process. IWANN (2) Paula Arcano-Bea, Agustín García-Fischer, Manuel Rubiños, Pablo Fariñas, Francisco Zayas-Gato, José Luís Calvo-Rolle
2025	—	`conf`	Hybrid Vision System for Minor Pre-assembly Identification in a Robotic Welding Cell. HAIS (2) Paula Arcano-Bea, Francisco Zayas-Gato, Héctor Quintián, Santiago-José Tutor-Roca, Adolfo Lamas Rodríguez
2025	J	`jnl`	Novel adaptive approach for anomaly detection in nonlinear and time-varying industrial systems. Log. J. IGPL Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2025	J	`jnl`	Optimizing wastewater treatment plants with advanced feature selection and sensor technologies. Log. J. IGPL Míriam Timiraos, Jesús F. Águila, Elena Arce, Moisés Alberto García Núñez, Francisco Zayas-Gato, Héctor Quintián
2024	—	`conf`	A Deep Learning-Based OCR System Implementation for Traceability Ensurement in a Metal Manufacturing Workshop. DCAI (4) Paula Arcano-Bea, Míriam Timiraos, Pablo Fariñas, Francisco Zayas-Gato, José Luís Calvo-Rolle, Esteban Jove
2024	—	`conf`	A Machine Learning - Based System for Determining Water Potability. DCAI (4) Míriam Timiraos, Antonio Díaz-Longueira, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2024	J	`jnl`	Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices. Log. J. IGPL 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
2024	—	`conf`	Characterization of Water Consumers in Urban Areas Based on Data Visualization Techniques. HAIS (2) Manuel Rubiños, Paula Arcano-Bea, Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato
2024	J	`jnl`	Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach. Log. J. IGPL 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
2024	—	`ed.`	Distributed Computing and Artificial Intelligence, Special Sessions III - Intelligent Systems Applications, 21st International Conference, DCAI 2024, Salamanca, Spain, 25-27 June 2024. DCAI (4) Francisco Zayas-Gato, Antonio Díaz-Longueira, José Luís Casteleiro-Roca, Esteban Jove
2024	—	`conf`	DoS Attack Detection and Identification over Zigbee Environments Using Supervised Classification Algorithms. ISAmI Lawrence Nforh Chesuh, Álvaro Michelena, Jose Aveleira-Mata, María Teresa García-Ordás, Francisco Zayas-Gato, Esteban Jove, Héctor Alaiz-Moretón
2024	—	`conf`	Identification and Behavior Pattern Recognition of Cows in Intensive and Extensive Farms Using Intelligent Collars and Dimensional Reduction Techniques. HAIS (2) Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2024	—	`conf`	Intelligent Vision Approach for the Optimal Clamping Point Location of a Robotic System. ISAmI Paula Arcano-Bea, Francisco Zayas-Gato, Esteban Jove, Adrián Cora Sierra, Lorenzo Ortiz, Adolfo Lamas, Pablo Fariñas, José Luís Calvo-Rolle
2024	—	`conf`	Potable Water Quality Assessment Through an Intelligent Classification Model. ISAmI Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, José Luís Calvo-Rolle
2023	J	`jnl`	A novel method for anomaly detection using beta Hebbian learning and principal component analysis. Log. J. IGPL Francisco Zayas-Gato, Álvaro Michelena, Héctor Quintián, Esteban Jove, José Luís Casteleiro-Roca, Paulo Leitão, José Luís Calvo-Rolle
2023	Misc	`conf`	Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries. HAIS 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
2023	—	`conf`	Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters. DCAI (3) Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, Roberto Casado-Vara, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2023	—	`conf`	Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine. SOCO (1) Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Esteban Jove, Héctor Quintián, Dragan Simic, José Luís Calvo-Rolle
2023	—	`conf`	Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction. DCAI (3) Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2023	—	`conf`	Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction. SOCO (1) 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
2023	—	`ed.`	Distributed Computing and Artificial Intelligence, Special Sessions II - Intelligent Systems Applications, 20th International Conference DCAI (3) Esteban Jove, Francisco Zayas-Gato, Álvaro Michelena, José Luís Calvo-Rolle
2023	J	`jnl`	Intelligent model for active power prediction of a small wind turbine. Log. J. IGPL 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
2023	—	`conf`	Machine Learning Based System for Detecting Battery State-of-Health. SOCO (1) 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
2023	—	`conf`	System Identification and Emulation of a Physical Level Control Plant Using a Low Cost Embedded System. CISIS-ICEUTE Daniel Méndez-Busto, Antonio Díaz-Longueira, Álvaro Michelena, Míriam Timiraos, Francisco Zayas-Gato, Esteban Jove, Elena Arce, Héctor Quintián
2022	—	`conf`	3D Virtual Laboratory for Control Engineering Using Blended Learning Methodology. CISIS-ICEUTE Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Elena Arce, José Luís Calvo-Rolle
2022	J	`jnl`	A One-class Classifier Based on a Hybrid Topology to Detect Faults in Power Cells. Log. J. IGPL Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Gianni Viardo Vercelli, José Luís Calvo-Rolle
2022	J	`jnl`	A distributed topology for identifying anomalies in an industrial environment. Neural Comput. Appl. Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Paulo Novais, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
2022	J	`jnl`	A hybrid one-class approach for detecting anomalies in industrial systems. Expert Syst. J. Knowl. Eng. Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Andrés José Piñón Pazos, Dragan Simic, José Luís Calvo-Rolle
2022	—	`conf`	An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids. CISIS-ICEUTE Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2022	—	`conf`	Comparative study of anomaly detection techniques for monitoring Lithium Iron Phosphate - LiFePO4 batteries. XoveTIC Álvaro Michelena Grandío, Francisco Zayas-Gato, Esteban Jove, Oscar Fontenla-Romero, José Luís Calvo-Rolle
2022	—	`conf`	Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural Networks. DCAI (2) Víctor López, José Luís Casteleiro-Roca, Francisco Zayas-Gato, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
2022	J	`jnl`	One-Class-Based Intelligent Classifier for Detecting Anomalous Situations During the Anesthetic Process. Log. J. IGPL 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
2021	—	`conf`	Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices. CISIS-ICEUTE 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
2021	—	`conf`	Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach. CISIS-ICEUTE 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
2021	J	`jnl`	Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients Under General Anesthesia. Log. J. IGPL 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
2021	Misc	`conf`	Hybrid Model to Calculate the State of Charge of a Battery. HAIS 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
2021	—	`conf`	Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers. SSCT 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
2021	—	`conf`	Low Cost Three-Phase Motor Speed Control System Design for Educational Laboratory Practices. CISIS-ICEUTE Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, José Luís Calvo-Rolle
2021	—	`conf`	Virtual Implementation of Practical Control Subjects as an Alternative to Face-to-Face Laboratory Lessons. CISIS-ICEUTE Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Elena Arce-Fariña, José Luís Calvo-Rolle
2020	Misc	`conf`	A Comparative Study to Detect Flowmeter Deviations Using One-Class Classifiers. CISIS Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Paulo Novais, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
2020	—	`conf`	A Fault Detection System for Power Cells During Capacity Confirmation Test Through a Global One-Class Classifier. IDEAL (2) Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, José Luís Calvo-Rolle
2020	Misc	`conf`	A Hybrid One-Class Topology for Non-convex Sets. HAIS Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Roberto Casado-Vara, Bruno Baruque, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
2020	—	`conf`	A Solar Thermal System Temperature Prediction of a Smart Building for Data Recovery and Security Purposes. IDEAL (2) José Luís Casteleiro-Roca, María Teresa García-Ordás, Esteban Jove, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle
2020	—	`conf`	Data Collection Description for Evaluation and Analysis of Engineering Students Academic Performance. ICEUTE José Antonio López-Vázquez, José Luís Casteleiro-Roca, Esteban Jove, Francisco Zayas-Gato, Héctor Quintián, José Luís Calvo-Rolle
2020	Misc	`conf`	Hybrid Approximate Convex Hull One-Class Classifier for an Industrial Plant. CISIS Iago Núñez, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Dragan Simic, José Luís Calvo-Rolle