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)

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)

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)

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 (Distributed Computing and Artificial Intelligence, Special Sessions III - Intelligent Systems Applications, 21st International Conference, DCAI 2024, Salamanca, Spain, 25-27 June 2024, 2024)

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 (Distributed Computing and Artificial Intelligence, Special Sessions III - Intelligent Systems Applications, 21st International Conference, DCAI 2024, Salamanca, Spain, 25-27 June 2024, 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 (Hybrid Artificial Intelligent Systems - 19th International Conference, HAIS 2024, Salamanca, Spain, October 9-11, 2024, Proceedings, Part II, 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 (Hybrid Artificial Intelligent Systems - 19th International Conference, HAIS 2024, Salamanca, Spain, October 9-11, 2024, Proceedings, Part II, 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 (Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024, 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; Pablo Fariñas; José Luís Calvo-Rolle (Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024, 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 (Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024, 2024)

Distributed Computing and Artificial Intelligence, Special Sessions III - Intelligent Systems Applications, 21st International Conference, DCAI 2024, Salamanca, Spain, 25-27 June 2024 - Francisco Zayas-Gato; Antonio Díaz-Longueira; José Luís Casteleiro-Roca; Esteban Jove (Springer, 2024)

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)

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 (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) - Proceedings, Salamanca, Spain, 5-7 September, 2023, 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 (Distributed Computing and Artificial Intelligence, Special Sessions II - Intelligent Systems Applications, 20th International Conference, 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 (Distributed Computing and Artificial Intelligence, Special Sessions II - Intelligent Systems Applications, 20th International Conference, 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 (Hybrid Artificial Intelligent Systems - 18th International Conference, HAIS 2023, Salamanca, Spain, September 5-7, 2023, Proceedings, 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 (18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023) - Salamanca, Spain, September 5-7, 2023, Proceedings, Volume 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 (18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023) - Salamanca, Spain, September 5-7, 2023, Proceedings, Volume 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 (18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023) - Salamanca, Spain, September 5-7, 2023, Proceedings, Volume 1, 2023)

Distributed Computing and Artificial Intelligence, Special Sessions II - Intelligent Systems Applications, 20th International Conference - Esteban Jove; Francisco Zayas-Gato; Álvaro Michelena; José Luís Calvo-Rolle (Springer, 2023)

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)

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 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)

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 (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) - Proceedings, Salamanca, Spain, 5-7 September, 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 (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) - Proceedings, Salamanca, Spain, 5-7 September, 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 (Distributed Computing and Artificial Intelligence, Special Sessions, 19th International Conference, DCAI 2022, L'Aquila, Italy, 13-15 July 2022, 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, XoveTIC 2022, A Coruña, Spain, 5-6 October 2022, 2022)

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; et al. (Log. J. IGPL, 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 (14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), Bilbao, Spain, 22-24 September, 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 (14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), Bilbao, Spain, 22-24 September, 2021, 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 (14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), Bilbao, Spain, 22-24 September, 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 (14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), Bilbao, Spain, 22-24 September, 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 (14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), Bilbao, Spain, 22-24 September, 2021, 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 (Hybrid Artificial Intelligent Systems - 16th International Conference, HAIS 2021, Bilbao, Spain, September 22-24, 2021, Proceedings, 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 (Sustainable Smart Cities and Territories, Sustainable Smart Cities and Territories International Conference, SSCT 2021, Doha, Qatar, April 27-29, 2021, 2021)

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 (13th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2020, Burgos, Spain, September 2020, 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 (13th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2020, Burgos, Spain, September 2020, 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 (Hybrid Artificial Intelligent Systems - 15th International Conference, HAIS 2020, Gijón, Spain, November 11-13, 2020, Proceedings, 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 (The 11th International Conference on EUropean Transnational Educational, ICEUTE 2020, Burgos, Spain, September 16-18, 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 (Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part II, 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 (Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part II, 2020)