José Luís Calvo-Rolle - researchr alias

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2023

Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind TurbineAntonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Esteban Jove, Héctor Quintián, Dragan Simic, José Luís Calvo-Rolle. softcomp 2023: 145-154 [doi]

Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological ParametersAntonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, Roberto Casado-Vara, Oscar Fontenla-Romero, José Luís Calvo-Rolle. dcai 2023: 61-70 [doi]

Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 BatteriesAntonio 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. HAIS 2023: 545-553 [doi]

Impact of Autoencoder Latent Space on IoT CoAP Attack CategorizationMaría Teresa García-Ordás, Jose Aveleira-Mata, Isaías García-Rodiguez, Antonio Javier Díaz-Longueira, José Luís Calvo-Rolle, Héctor Alaiz-Moretón. dcai 2023: 31-41 [doi]

Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal SystemMaría Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luís Calvo-Rolle. cas, 54(3):286-305, April 2023. [doi]

A hybrid genetic algorithm, list-based simulated annealing algorithm, and different heuristic algorithms for the travelling salesman problemVladimir Ilin, Dragan Simic, Svetislav D. Simic, Svetlana Simic, Nenad Saulic, José Luís Calvo-Rolle. igpl, 31(4):602-617, July 2023. [doi]

Artificial Intelligence Data-Driven Petri nets Approach for Virtualizing Digital TwinsAlexandre Oliveira Júnior, José Luís Calvo-Rolle, Paulo Leitão. icit2 2023: 1-6 [doi]

A comparative analysis of intelligent techniques to predict energy generated by a small wind turbine from atmospheric variablesSantiago Porras, Esteban Jove, Bruno Baruque, José Luís Calvo-Rolle. igpl, 31(4):648-663, July 2023. [doi]

Finding and Removing Infected T-Trees in IoT NetworksMarcos Severt, Roberto Casado-Vara, Ángel Martín del Rey, Esteban Jove, Héctor Quintián, José Luís Calvo-Rolle. cisis-spain 2023: 147-156 [doi]

An Approach of Optimisation in Last Mile DeliveryDragan Simic, José Luís Calvo-Rolle, José R. Villar 0001, Vladimir Ilin, Svetislav D. Simic, Svetlana Simic. softcomp 2023: 311-320 [doi]

The Analysis of Hybrid Brain Storm Optimisation Approaches in Feature SelectionDragan Simic, Zorana Bankovic, José R. Villar 0001, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic. HAIS 2023: 469-480 [doi]

A three-stage hybrid clustering system for diagnosing children with primary headache disorderSvetlana Simic, Sladana Sakac, Zorana Bankovic, José R. Villar 0001, José Luís Calvo-Rolle, Svetislav D. Simic, Dragan Simic. igpl, 31(2):300-313, March 2023. [doi]

Comparative Study of Wastewater Treatment Plant Feature Selection for COD PredictionMíriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, José Luís Casteleiro-Roca, Esteban Jove, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle. softcomp 2023: 155-164 [doi]

Categorization of CoAP DoS Attack Based on One-Class Boundary MethodsMíriam Timiraos, Álvaro Michelena, Antonio Díaz-Longueira, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodiguez, Martín Bayón-Gutiérrez, Héctor Alaiz-Moretón, José Luís Calvo-Rolle. softcomp 2023: 112-121 [doi]

Comparative Study of Wastewater Treatment Plant Feature Selection for COD PredictionMíriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, Oscar Fontenla-Romero, José Luís Calvo-Rolle. dcai 2023: 11-20 [doi]

Intelligent model for active power prediction of a small wind turbineFrancisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Javier Perez Castelo, Andrés José Piñón Pazos, Elena Arce, José Luís Calvo-Rolle. igpl, 31(4):785-803, July 2023. [doi]

A novel method for anomaly detection using beta Hebbian learning and principal component analysisFrancisco Zayas-Gato, Álvaro Michelena, Héctor Quintián, Esteban Jove, José Luís Casteleiro-Roca, Paulo Leitão, José Luís Calvo-Rolle. igpl, 31(2):390-399, March 2023. [doi]

Transiting Exoplanet Detection Through 1D Convolutional Neural NetworksSantiago Iglesias Álvarez, Enrique Díez Alonso, María Luisa Sánchez Rodríguez, Javier Rodríguez Rodríguez, Saúl Pérez Fernández, Ronny Steveen Anangonó Tutasig, Carlos González-Gutiérrez, Alejandro Buendía Roca, José Luís Calvo-Rolle, Francisco Javier de Cos Juez. dcai 2023: 51-60 [doi]

A Fault-Detection System Approach for the Optimization of Warship Equipment Replacement Parts Based on Operation ParametersÁlvaro Michelena, Víctor Caínzos López, Francisco Lamas López, Elena Arce, José Mendoza García, Andrés Suárez-García, Guillermo García Espinosa, José Luís Calvo-Rolle, Héctor Quintián. sensors, 23(7):3389, April 2023. [doi]

A Novel Method for Failure Detection Based on Real-Time Systems IdentificationÁlvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Héctor Quintián, Oscar Fontenla-Romero, José Luís Calvo-Rolle. cisis-spain 2023: 49-58 [doi]

One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAPÁlvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, María Teresa García-Ordás, José Luís Calvo-Rolle, Héctor Alaiz-Moretón. HAIS 2023: 3-14 [doi]

Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP ProtocolÁlvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Francisco Javier de Cos Juez, Héctor Alaiz-Moretón, Dragan Simic, Oscar Fontenla-Romero, José Luís Calvo-Rolle. dcai 2023: 1-10 [doi]

Machine Learning Based System for Detecting Battery State-of-HealthÁlvaro 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. softcomp 2023: 165-173 [doi]

Development of an Intelligent Classifier Model for Denial of Service Attack DetectionÁlvaro Michelena, Jose Aveleira-Mata, Esteban Jove, Héctor Alaiz-Moretón, Héctor Quintián, José Luís Calvo-Rolle. ijimai, 8(3):33, 2023. [doi]

2022

Dimensionality-Reduction Methods for the Analysis of Web TrafficNuño Basurto, Álvaro Michelena, Daniel Urda, Héctor Quintián, José Luís Calvo-Rolle, Álvaro Herrero 0001. cisis-spain 2023: 62-72 [doi]

Reinforcement Learning Model Free with GLIE Monte-Carlo on Policy Update for Network Topology DiscoveryRoberto Casado-Vara, Marcos Severt, Ángel Martín del Rey, Héctor Quintián, José Luís Calvo-Rolle. cisis-spain 2023: 171-180 [doi]

Hybrid Intelligent Model for Classification of the Boost Converter Switching OperationLuis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Paulo Novais, Dragan Simic, José Luís Calvo-Rolle. HAIS 2022: 481-493 [doi]

Dimensional Reduction Applied to an Intelligent Model for Boost Converter Switching OperationLuis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Paulo Novais, Dragan Simic, José Luís Calvo-Rolle. softcomp 2023: 121-133 [doi]

Small Wind Turbine Power Forecasting Using Long Short-Term Memory Networks for Energy Management SystemsEsteban Jove, Santiago Porras, Bruno Baruque, José Luís Calvo-Rolle. HAIS 2022: 164-174 [doi]

A One-class Classifier Based on a Hybrid Topology to Detect Faults in Power CellsEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Gianni Vercelli, José Luís Calvo-Rolle. igpl, 30(4):679-694, 2022. [doi]

One-Class-Based Intelligent Classifier for Detecting Anomalous Situations During the Anesthetic ProcessAlberto 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. igpl, 30(2):326-341, 2022. [doi]

Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural NetworksVíctor Caínzos López, José Luís Casteleiro-Roca, Francisco Zayas-Gato, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. dcai 2023: 79-88 [doi]

Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian LearningHéctor Quintián, Esteban Jove, José Luís Casteleiro-Roca, Daniel Urda, Ángel Arroyo, José Luís Calvo-Rolle, Álvaro Herrero 0001, Emilio Corchado. igpl, 30(6):1056-1073, 2022. [doi]

Special issue SOCO 2020: New trends in soft computing and its application in industrial and environmental problemsJavier Sedano, Daniel Urda, José Luís Calvo-Rolle, Héctor Quintián, Emilio Corchado. ijon, 504:187-188, 2022. [doi]

Fine-Tuning of Optimisation Parameters in a Firefly Algorithm in Inventory ManagementDragan Simic, José Luís Calvo-Rolle, José R. Villar 0001, Vladimir Ilin, Svetislav D. Simic, Svetlana Simic. softcomp 2023: 645-654 [doi]

An Analysis on Hybrid Brain Storm Optimisation AlgorithmsDragan Simic, Zorana Bankovic, José R. Villar 0001, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic. HAIS 2022: 505-516 [doi]

3D Virtual Laboratory for Control Engineering Using Blended Learning MethodologyFrancisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Elena Arce, José Luís Calvo-Rolle. cisis-spain 2023: 256-265 [doi]

A hybrid one-class approach for detecting anomalies in industrial systemsFrancisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Andrés José Piñón Pazos, Dragan Simic, José Luís Calvo-Rolle. es, 39(9), 2022. [doi]

A distributed topology for identifying anomalies in an industrial environmentFrancisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Paulo Novais, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. nca, 34(23):20463-20476, 2022. [doi]

Denial of Service Attack Detection Based on Feature Extraction and Supervised TechniquesÁlvaro Michelana, José Aveleira-Mata, Esteban Jove, Héctor Alaiz-Moretón, Héctor Quintián, José Luís Calvo-Rolle. dcai 2023: 59-68 [doi]

A HAIS Approach to Predict the Energy Produced by a Solar PanelÁngel Arroyo, Héctor Quintián, José Luís Calvo-Rolle, Nuño Basurto, Álvaro Herrero 0001. HAIS 2022: 195-207 [doi]

2021

Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class ApproachJosé 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. cisis-spain 2022: 84-93 [doi]

Advanced 3D Visualization of Android Malware FamiliesNuño Basurto, Héctor Quintián, Daniel Urda, José Luís Calvo-Rolle, Álvaro Herrero, Emilio Corchado. cisis-spain 2022: 167-177 [doi]

Dimensional Reduction on an Intelligent Model for Efficiency Improvement of Switching Modes DetectionLuis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Hubert Berger, Dragan Simic, José Luís Calvo-Rolle. softcomp 2022: 14-23 [doi]

Hybrid Intelligent Model for Switching Modes Classification in a Half-Bridge Buck ConverterLuis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Dragan Simic, José Luís Calvo-Rolle. HAIS 2021: 367-378 [doi]

Intelligent System for Switching Modes Detection and Classification of a Half-Bridge Buck ConverterLuis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Paulo Novais, José Luís Calvo-Rolle. ssct 2022: 229-239 [doi]

Hybrid Model to Calculate the State of Charge of a BatteryMaría 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. HAIS 2021: 379-390 [doi]

Machine learning techniques for computer-based decision systems in the operating theatre: application to analgesia deliveryJose M. Gonzalez-Cava, Rafael Arnay, Juan Albino Méndez Pérez, Ana León 0002, María Martín, José Antonio Reboso, Esteban Jove-Pérez, José Luís Calvo-Rolle. igpl, 29(2):236-250, 2021. [doi]

A new method for anomaly detection based on non-convex boundaries with random two-dimensional projectionsEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. inffus, 65:50-57, 2021. [doi]

A hybrid intelligent classifier for anomaly detectionEsteban Jove, Roberto Casado-Vara, José Luís Casteleiro-Roca, Juan Albino Méndez Pérez, Zita A. Vale, José Luís Calvo-Rolle. ijon, 452:498-507, 2021. [doi]

A Virtual Sensor for a Cell Voltage Prediction of a Proton-Exchange Membranes Based on Intelligent TechniquesEsteban Jove, Antonio Lozano, Ángel Pérez Manso, Felix Barreras, Ramon Costa-Castelló, José Luís Calvo-Rolle. ssct 2022: 240-248 [doi]

Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class ClassifiersEsteban 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. ssct 2022: 249-260 [doi]

Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients Under General AnesthesiaEsteban 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 0002, María Martín, José Antonio Reboso, Michal Wozniak 0001, José Luís Calvo-Rolle. igpl, 29(2):193-206, 2021. [doi]

An intelligent system for harmonic distortions detection in wind generator power electronic devicesEsteban Jove, Jose Manuel González-Cava, José Luís Casteleiro-Roca, Héctor Alaiz-Moretón, Bruno Baruque, Paulo Leitão, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. ijon, 456:609-621, 2021. [doi]

Analysis of the Seasonality in a Geothermal System Using Projectionist and Clustering MethodsSantiago Porras, Esteban Jove, Bruno Baruque, José Luís Calvo-Rolle. HAIS 2021: 500-510 [doi]

A Hybrid Bio-Inspired Tabu Search Clustering ApproachDragan Simic, Zorana Bankovic, José Ramón Villar, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic. HAIS 2021: 436-447 [doi]

A New Information Infrastructure Approach for End-To-End Supply Chain ManagementDragan Simic, José Luís Calvo-Rolle, José R. Villar, Vladimir Ilin, Svetislav D. Simic, Svetlana Simic. softcomp 2022: 314-323 [doi]

Modelling material flow using the Milk run and Kanban systems in the automotive industryDragan Simic, Vasa Svircevic, Emilio Corchado, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic. es, 38(1), 2021. [doi]

Virtual Implementation of Practical Control Subjects as an Alternative to Face-to-Face Laboratory LessonsFrancisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Elena Arce-Fariña, José Luís Calvo-Rolle. cisis-spain 2022: 254-263 [doi]

Beta Hebbian Learning for Intrusion Detection in Networks of IoT DevicesÁlvaro 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. cisis-spain 2022: 23-32 [doi]

Low Cost Three-Phase Motor Speed Control System Design for Educational Laboratory PracticesÁlvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, José Luís Calvo-Rolle. cisis-spain 2022: 315-324 [doi]

2020

Small-Wind Turbine Power Generation Prediction from Atmospheric Variables Based on Intelligent TechniquesBruno Baruque, Esteban Jove, Santiago Porras, José Luís Calvo-Rolle. softcomp 2021: 33-43 [doi]

Demand Control Ventilation Strategy by Tracing the Radon Concentration in Smart BuildingsRoberto Casado-Vara, David García-Retuerta, Álvaro Bartolomé, Esteban Jove, José Luís Calvo-Rolle, Ángel Martín del Rey, Juan M. Corchado. softcomp 2021: 374-382 [doi]

Edge Computing and Adaptive Fault-Tolerant Tracking Control Algorithm for Smart Buildings: A Case StudyRoberto Casado-Vara, Inés Sittón-Candanedo, Fernando de la Prieta, Sara Rodríguez, José Luís Calvo-Rolle, Ganesh Kumar Venayagamoorthy, Pastora Vega, Javier Prieto. cas, 51(7):685-697, 2020. [doi]

Hybrid model for the ANI index prediction using Remifentanil drug and EMG signalJosé Luís Casteleiro-Roca, Esteban Jove, Jose M. Gonzalez-Cava, Juan Albino Méndez Pérez, José Luís Calvo-Rolle, Francisco Blanco Álvarez. nca, 32(5):1249-1258, 2020. [doi]

A Solar Thermal System Temperature Prediction of a Smart Building for Data Recovery and Security PurposesJosé Luís Casteleiro-Roca, María Teresa García-Ordás, Esteban Jove, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle. ideal 2020: 468-476 [doi]

Electromyogram prediction during anesthesia by using a hybrid intelligent modelJosé Luís Casteleiro-Roca, Marco Gomes, Juan Albino Méndez Pérez, Héctor Alaiz-Moretón, María del Carmen Meizoso-López, Benigno Antonio Rodríguez-Gómez, José Luís Calvo-Rolle. jaihc, 11(11):4467-4476, 2020. [doi]

Lithium iron phosphate power cell fault detection system based on hybrid intelligent systemJosé Luís Casteleiro-Roca, Héctor Quintián, José Luís Calvo-Rolle, Juan Albino Méndez Pérez, Francisco Javier Perez Castelo, Emilio Corchado. igpl, 28(1):71-82, 2020. [doi]

Comparative Study of Imputation Algorithms Applied to the Prediction of Student PerformanceConcepción Crespo-Turrado, José Luís Casteleiro-Roca, Fernando Sánchez Lasheras, José Antonio López-Vázquez, Francisco Javier de Cos Juez, Francisco Javier Perez Castelo, José Luís Calvo-Rolle, Emilio Corchado. igpl, 28(1):58-70, 2020. [doi]

Clustering Techniques Performance Analysis for a Solar Thermal Collector Hybrid Model ImplementationMaría Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Carmen Benavides-Cuellar, Héctor Quintián, José Luís Calvo-Rolle. HAIS 2020: 329-340 [doi]

Comparative Analysis of Clustering Techniques for a Hybrid Model ImplementationMaría Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luís Calvo-Rolle. softcomp 2021: 355-365 [doi]

Comparative of Clustering Techniques for Academic Advice and Performance MeasurementMaría Teresa García-Ordás, José Antonio López-Vázquez, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, David Yeregui Marcos del Blanco, Roberto Casado-Vara, José Luís Calvo-Rolle. iceute 2021: 215-226 [doi]

Autoencoder Latent Space Influence on IoT MQTT Attack ClassificationMaría Teresa García-Ordás, Jose Aveleira-Mata, José Luís Casteleiro-Roca, José Luís Calvo-Rolle, Carmen Benavides-Cuellar, Héctor Alaiz-Moretón. ideal 2020: 279-286 [doi]

Deep Learning for House Categorisation, a Proposal Towards Automation in Land RegistryDavid García-Retuerta, Roberto Casado-Vara, José Luís Calvo-Rolle, Héctor Quintián, Javier Prieto. HAIS 2020: 698-705 [doi]

Adaptive drug interaction model to predict depth of anesthesia in the operating roomJose M. Gonzalez-Cava, José Antonio Reboso, José Luís Calvo-Rolle, Juan Albino Méndez Pérez. bspc, 59:101931, 2020. [doi]

Machine learning based method for the evaluation of the Analgesia Nociception Index in the assessment of general anesthesiaJose M. Gonzalez-Cava, Rafael Arnay, Ana León, María Martín, José Antonio Reboso, José Luís Calvo-Rolle, Juan Albino Méndez Pérez. cbm, 118:103645, 2020. [doi]

Atmospheric Tomography Using Convolutional Neural NetworksCarlos González-Gutiérrez, O. Beltramo-Martin, J. Osborn, José Luís Calvo-Rolle, Francisco Javier de Cos Juez. ideal 2020: 561-569 [doi]

A Fault Detection System for Power Cells During Capacity Confirmation Test Through a Global One-Class ClassifierEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, José Luís Calvo-Rolle. ideal 2020: 477-484 [doi]

A Hybrid One-Class Topology for Non-convex SetsEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Roberto Casado-Vara, Bruno Baruque, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. HAIS 2020: 341-349 [doi]

Anomaly detection based on one-class intelligent techniques over a control level plantEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Dragan Simic, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. igpl, 28(4):502-518, 2020. [doi]

Comparative Study of One-Class Based Anomaly Detection Techniques for a Bicomponent Mixing Machine MonitoringEsteban Jove, José Luís Casteleiro-Roca, Roberto Casado-Vara, Héctor Quintián, Juan Albino Méndez Pérez, Mohd Saberi Mohamad, José Luís Calvo-Rolle. cas, 51(7):649-667, 2020. [doi]

Missing data imputation over academic records of electrical engineering studentsEsteban Jove, Patricia Blanco-Rodríguez, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Javier Moreno Arboleda, José Antonio López-Vázquez, Benigno Antonio Rodríguez-Gómez, María del Carmen Meizoso-López, Andrés José Piñón Pazos, Francisco Javier de Cos Juez, Sung-Bae Cho, José Luís Calvo-Rolle. igpl, 28(4):487-501, 2020. [doi]

A Comparative Study to Detect Flowmeter Deviations Using One-Class ClassifiersEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Paulo Novais, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. cisis-spain 2021: 66-75 [doi]

Data Collection Description for Evaluation and Analysis of Engineering Students Academic PerformanceJosé Antonio López-Vázquez, José Luís Casteleiro-Roca, Esteban Jove, Francisco Zayas-Gato, Héctor Quintián, José Luís Calvo-Rolle. iceute 2021: 317-328 [doi]

Hybrid Approximate Convex Hull One-Class Classifier for an Industrial PlantIago Núñez, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Dragan Simic, José Luís Calvo-Rolle. cisis-spain 2021: 282-292 [doi]

Prediction of Small-Wind Turbine Performance from Time Series Modelling Using Intelligent TechniquesSantiago Porras, Esteban Jove, Bruno Baruque, José Luís Calvo-Rolle. ideal 2020: 541-548 [doi]

Beta-Hebbian Learning for Visualizing Intrusions in FlowsHéctor Quintián, Esteban Jove, José Luís Casteleiro-Roca, Daniel Urda, Ángel Arroyo, José Luís Calvo-Rolle, Álvaro Herrero, Emilio Corchado. cisis-spain 2021: 446-459 [doi]

Detecting Performance Anomalies in the Multi-component Software a Collaborative RobotHéctor Quintián, Esteban Jove, José Luís Calvo-Rolle, Nuño Basurto, Carlos Cambra, Álvaro Herrero, Emilio Corchado. ideal 2020: 533-540 [doi]

Bio-Inspired System for MRP Production and Delivery Planning in Automotive IndustryDragan Simic, Vasa Svircevic, José Luís Calvo-Rolle, Vladimir Ilin, Svetislav D. Simic, Svetlana Simic. softcomp 2021: 550-559 [doi]

2019

Study of Data Pre-processing for Short-Term Prediction of Heat Exchanger Behaviour Using Time SeriesBruno Baruque, Esteban Jove, Santiago Porras, José Luís Calvo-Rolle. HAIS 2019: 38-49 [doi]

A Hybrid Intelligent System to forecast solar energy productionNuño Basurto, Ángel Arroyo, Rafael Vega Vega, Héctor Quintián, José Luís Calvo-Rolle, Álvaro Herrero. cee, 78:373-387, 2019. [doi]

Short-Term Energy Demand Forecast in Hotels Using Hybrid Intelligent ModelingJosé Luís Casteleiro-Roca, José Francisco Gómez González, José Luís Calvo-Rolle, Esteban Jove, Héctor Quintián, Benjamin Gonzalez Diaz, Juan Albino Méndez Pérez. sensors, 19(11):2485, 2019. [doi]

Rapid tomographic reconstruction through GPU-based adaptive opticsCarlos González-Gutiérrez, María Luisa Sánchez Rodríguez, Ramón Ángel Fernández Díaz, José Luís Calvo-Rolle, Nieves Roqueñí Gutiérrez, Francisco Javier de Cos Juez. igpl, 27(2):214-226, 2019. [doi]

A Global Classifier Implementation for Detecting Anomalies by Using One-Class Techniques over a Laboratory PlantEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. dcai 2020: 149-160 [doi]

Outlier Generation and Anomaly Detection Based on Intelligent One-Class Techniques over a Bicomponent Mixing SystemEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. softcomp 2020: 399-410 [doi]

Anomaly Detection on Patients Undergoing General AnesthesiaEsteban Jove, Jose M. Gonzalez-Cava, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. cisis-spain 2020: 141-152 [doi]

A fault detection system based on unsupervised techniques for industrial control loopsEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. es, 36(4), 2019. [doi]

Modelling the hypnotic patient response in general anaesthesia using intelligent modelsEsteban Jove, Jose M. Gonzalez-Cava, José Luís Casteleiro-Roca, Juan Albino Méndez Pérez, José Antonio Reboso-Morales, Francisco Javier Perez Castelo, Francisco Javier de Cos Juez, José Luís Calvo-Rolle. igpl, 27(2):189-201, 2019. [doi]

Virtual Sensor for Fault Detection, Isolation and Data Recovery for Bicomponent Mixing Machine MonitoringEsteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle. informaticaLT, 30(4):671-687, 2019. [doi]

Delving into Android Malware Families with a Novel Neural Projection MethodRafael Vega Vega, Héctor Quintián, Carlos Cambra, Nuño Basurto, Álvaro Herrero, José Luís Calvo-Rolle. complexity, 2019, 2019. [doi]

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