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Cited by 39
A Hybrid Regression System Based on Local Models for Solar Energy Prediction

Intelligent learning models for renewable energy forecasting
Esteban Jove, Álvaro Michelena, Miriam Timiraos, Víctor Caínzos López, Hector Quintian, Jose Luis Calvo-Rolle
https://doi.org/10.1016/B978-0-443-15806-3.00005-X
Book:  (2024), p. 105
Energy Management Strategies to Improve Electrical Networks Using Storage Systems
Juan Aurelio Montero-Sousa, Luis Alfonso Fernández-Serantes, José-Luis Casteleiro-Roca, Xosé Manuel Vilar-Martínez, Jose Luis Calvo-Rolle
https://doi.org/10.4018/978-1-4666-9911-3.ch004
Book:  Advances in Computer and Electrical Engineering (Handbook of Research on Emerging Technologies for Electrical Power Planning, Analysis, and Optimization) (2016), p. 63
An Energy Storage System
Juan Aurelio Montero-Sousa, Tomás González-Ayuso, Xosé Manuel Vilar Martínez, Luis Alfonso Fernandez-Serantes, Esteban Jove, Héctor Quintián, José-Luis Casteleiro-Roca, Jose Luis Calvo Rolle
https://doi.org/10.4018/978-1-5225-8551-0.ch012
Book:  Advances in Environmental Engineering and Green Technologies (Novel Advancements in Electrical Power Planning and Performance) (2020), p. 337
Comparative of Clustering Techniques for Academic Advice and Performance Measurement
María Teresa García-Ordás, José Antonio López-Vázquez, Héctor Alaiz-Moretón, José Luis Casteleiro-Roca, David Yeregui Marcos del Blanco, Roberto Casado-Vara, José Luis Calvo-Rolle
https://doi.org/10.1007/978-3-030-57799-5_23
Book:  Advances in Intelligent Systems and Computing (The 11th International Conference on EUropean Transnational Educational (ICEUTE 2020)) Volume 1266 (2021), p. 215
Attempts Prediction by Missing Data Imputation in Engineering Degree
Esteban Jove, Patricia Blanco-Rodríguez, José Luis Casteleiro-Roca, Javier Moreno-Arboleda, José Antonio López-Vázquez, Francisco Javier de Cos Juez, José Luis Calvo-Rolle
https://doi.org/10.1007/978-3-319-67180-2_16
Book:  Advances in Intelligent Systems and Computing (International Joint Conference SOCO’17-CISIS’17-ICEUTE’17 León, Spain, September 6–8, 2017, Proceeding) Volume 649 (2018), p. 167
Comparative Analysis of Clustering Techniques for a Hybrid Model Implementation
María Teresa García-Ordás, Héctor Alaiz-Moretón, José-Luis Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luis Calvo-Rolle
https://doi.org/10.1007/978-3-030-57802-2_34
Book:  Advances in Intelligent Systems and Computing (15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020)) Volume 1268 (2021), p. 355
Hybrid Intelligent Model for Fault Detection of a Lithium Iron Phosphate Power Cell Used in Electric Vehicles
Héctor Quintián, José-Luis Casteleiro-Roca, Francisco Javier Perez-Castelo, José Luis Calvo-Rolle, Emilio Corchado
https://doi.org/10.1007/978-3-319-32034-2_63
Book:  Lecture Notes in Computer Science (Hybrid Artificial Intelligent Systems) Volume 9648 (2016), p. 751
A HAIS Approach to Predict the Energy Produced by a Solar Panel
Ángel Arroyo, Hector Quintian, Jose Luis Calvo-Rolle, Nuño Basurto, Álvaro Herrero
https://doi.org/10.1007/978-3-031-15471-3_18
Book:  Lecture Notes in Computer Science (Hybrid Artificial Intelligent Systems) Volume 13469 (2022), p. 195
An Intelligent Model for Bispectral Index (BIS) in Patients Undergoing General Anesthesia
José Luis Casteleiro-Roca, Juan Albino Méndez Pérez, José Antonio Reboso-Morales, Francisco Javier de Cos Juez, Francisco Javier Pérez-Castelo, José Luis Calvo-Rolle
https://doi.org/10.1007/978-3-319-47364-2_28
Book:  Advances in Intelligent Systems and Computing (International Joint Conference SOCO’16-CISIS’16-ICEUTE’16) Volume 527 (2017), p. 290
An Intelligent Model to Predict ANI in Patients Undergoing General Anesthesia
Esteban Jove, Jose M. Gonzalez-Cava, José Luis Casteleiro-Roca, Juan Albino Méndez Pérez, José Luis Calvo-Rolle, Francisco Javier de Cos Juez
https://doi.org/10.1007/978-3-319-67180-2_48
Book:  Advances in Intelligent Systems and Computing (International Joint Conference SOCO’17-CISIS’17-ICEUTE’17 León, Spain, September 6–8, 2017, Proceeding) Volume 649 (2018), p. 492
Sensor Fault Detection and Recovery Methodology for a Geothermal Heat Exchanger
Héctor Alaiz-Moretón, José Luis Casteleiro-Roca, Laura Fernández Robles, Esteban Jove, Manuel Castejón-Limas, José Luis Calvo-Rolle
https://doi.org/10.1007/978-3-319-92639-1_15
Book:  Lecture Notes in Computer Science (Hybrid Artificial Intelligent Systems) Volume 10870 (2018), p. 171
Energy Management Strategies to Improve Electrical Networks Using Storage Systems
Juan Aurelio Montero-Sousa, Luis Alfonso Fernández-Serantes, José-Luis Casteleiro-Roca, Xosé Manuel Vilar-Martínez, Jose Luis Calvo-Rolle
https://doi.org/10.4018/978-1-5225-1671-2.ch053
Book:  (2017), p. 1500
PID-ITS: An Intelligent Tutoring System for PID Tuning Learning Process
Esteban Jove, Héctor Alaiz-Moretón, Isaías García-Rodríguez, Carmen Benavides-Cuellar, José Luis Casteleiro-Roca, José Luis Calvo-Rolle
https://doi.org/10.1007/978-3-319-67180-2_71
Book:  Advances in Intelligent Systems and Computing (International Joint Conference SOCO’17-CISIS’17-ICEUTE’17 León, Spain, September 6–8, 2017, Proceeding) Volume 649 (2018), p. 726
Remifentanil Dose Prediction for Patients During General Anesthesia
Esteban Jove, Jose M. Gonzalez-Cava, José-Luis Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez-Pérez, José Luis Calvo-Rolle, Francisco Javier de Cos Juez, Ana León, María Martín, José Reboso
https://doi.org/10.1007/978-3-319-92639-1_45
Book:  Lecture Notes in Computer Science (Hybrid Artificial Intelligent Systems) Volume 10870 (2018), p. 537
Modeling the Electromyogram (EMG) of Patients Undergoing Anesthesia During Surgery
José Luis Casteleiro-Roca, Juan Albino Méndez Pérez, Andrés José Piñón-Pazos, José Luis Calvo-Rolle, Emilio Corchado
https://doi.org/10.1007/978-3-319-19719-7_24
Book:  Advances in Intelligent Systems and Computing (10th International Conference on Soft Computing Models in Industrial and Environmental Applications) Volume 368 (2015), p. 273
Bioclimatic House Heat Exchanger Behavior Prediction with Time Series Modeling
Bruno Baruque, Esteban Jove, José Luis Casteleiro-Roca, Santiago Porras, José Luis Calvo-Rolle, Emilio Corchado
https://doi.org/10.1007/978-3-319-67180-2_11
Book:  Advances in Intelligent Systems and Computing (International Joint Conference SOCO’17-CISIS’17-ICEUTE’17 León, Spain, September 6–8, 2017, Proceeding) Volume 649 (2018), p. 112
A Hybrid Intelligent Modeling approach for predicting the solar thermal panel energy production
Ángel Arroyo, Nuño Basurto, Roberto Casado-Vara, Míriam Timiraos, José Luis Calvo-Rolle
https://doi.org/10.1016/j.neucom.2023.126997
Journal:  Neurocomputing Volume 565 (2024), p. 126997
A Hybrid Intelligent System to forecast solar energy production
Nuño Basurto, Ángel Arroyo, Rafael Vega, Héctor Quintián, José Luis Calvo-Rolle, Álvaro Herrero
https://doi.org/10.1016/j.compeleceng.2019.07.023
Journal:  Computers & Electrical Engineering Volume 78 (2019), p. 373
A New Missing Data Imputation Algorithm Applied to Electrical Data Loggers
Concepción Crespo Turrado, Fernando Sánchez Lasheras, José Calvo-Rollé, Andrés Piñón-Pazos, Francisco de Cos Juez
https://doi.org/10.3390/s151229842
Journal:  Sensors Volume 15, Issue 12 (2015), p. 31069
An intelligent fault detection system for a heat pump installation based on a geothermal heat exchanger
José Luis Casteleiro-Roca, Héctor Quintián, José Luis Calvo-Rolle, Emilio Corchado, María del Carmen Meizoso-López, Andrés Piñón-Pazos
https://doi.org/10.1016/j.jal.2015.09.007
Journal:  Journal of Applied Logic Volume 17 (2016), p. 36
Analysis and Development Potential of Predictive Models for Energy Flows of Autonomous Hybrid Energy Systems
V D Berdonosov, G V Vasilev, A A Zhivotova
https://doi.org/10.1088/1742-6596/2096/1/012024
Journal:  Journal of Physics: Conference Series Volume 2096, Issue 1 (2021), p. 012024
Beta Hebbian Learning as a New Method for Exploratory Projection Pursuit
Héctor Quintián, Emilio Corchado
https://doi.org/10.1142/S0129065717500241
Journal:  International Journal of Neural Systems Volume 27, Issue 06 (2017), p. 1750024
Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System
María Teresa García-Ordás, Héctor Alaiz-Moretón, José-Luis Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luis Calvo-Rolle
https://doi.org/10.1080/01969722.2022.2030006
Journal:  Cybernetics and Systems Volume 54, Issue 3 (2023), p. 286
Comparative Study of Imputation Algorithms Applied to the Prediction of Student Performance
Concepción Crespo-Turrado, José Luis Casteleiro-Roca, Fernando Sánchez-Lasheras, José Antonio López-Vázquez, Francisco Javier De Cos Juez, Francisco Javier Pérez Castelo, José Luis Calvo-Rolle, Emilio Corchado
https://doi.org/10.1093/jigpal/jzz071
Journal:  Logic Journal of the IGPL Volume 28, Issue 1 (2020), p. 58
Diagnosing a solar volumetric receiver combining NN-based modelling with online parameter identification and rule-based techniques
R. F. Garcia, J. L. Calvo-Rolle, F. J. Perez Castelo
https://doi.org/10.1093/jigpal/jzv004
Journal:  Logic Journal of IGPL Volume 23, Issue 3 (2015), p. 379
Electromyogram prediction during anesthesia by using a hybrid intelligent model
José-Luis Casteleiro-Roca, Marco Gomes, Juan Albino Méndez-Pérez, Héctor Alaiz-Moretón, María del Carmen Meizoso-López, Benigno Antonio Rodríguez-Gómez, José Luis Calvo-Rolle
https://doi.org/10.1007/s12652-019-01426-8
Journal:  Journal of Ambient Intelligence and Humanized Computing Volume 11, Issue 11 (2020), p. 4467
Fuel Cell Hybrid Model for Predicting Hydrogen Inflow through Energy Demand
José-Luis Casteleiro-Roca, Antonio Javier Barragán, Francisca Segura Manzano, José Luis Calvo-Rolle, José Manuel Andújar
https://doi.org/10.3390/electronics8111325
Journal:  Electronics Volume 8, Issue 11 (2019), p. 1325
Fuel Cell Output Current Prediction with a Hybrid Intelligent System
José-Luis Casteleiro-Roca, Antonio Javier Barragán, Francisca Segura, José Luis Calvo-Rolle, José Manuel Andújar
https://doi.org/10.1155/2019/6317270
Journal:  Complexity Volume 2019 (2019), p. 1
Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients Under General Anesthesia
Esteban Jove, Jose M Gonzalez-Cava, José-Luis Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, Rafael Vega Vega, Francisco Zayas-Gato, Francisco Javier de Cos Juez, Ana León, María MartÍn, José A Reboso, Michał Woźniak, José Luis Calvo-Rolle
https://doi.org/10.1093/jigpal/jzaa046
Journal:  Logic Journal of the IGPL Volume 29, Issue 2 (2021), p. 193
Hybrid Intelligent System to Perform Fault Detection on BIS Sensor During Surgeries
José-Luis Casteleiro-Roca, José Calvo-Rolle, Juan Méndez Pérez, Nieves Roqueñí Gutiérrez, Francisco de Cos Juez
https://doi.org/10.3390/s17010179
Journal:  Sensors Volume 17, Issue 12 (2017), p. 179
Hybrid model for the ANI index prediction using Remifentanil drug and EMG signal
José-Luis Casteleiro-Roca, Esteban Jove, Jose M. Gonzalez-Cava, Juan Albino Méndez Pérez, José Luis Calvo-Rolle, Francisco Blanco Alvarez
https://doi.org/10.1007/s00521-018-3605-z
Journal:  Neural Computing and Applications Volume 32, Issue 5 (2020), p. 1249
Hydrogen consumption prediction of a fuel cell based system with a hybrid intelligent approach
Juan Aurelio Montero-Sousa, Héctor Aláiz-Moretón, Héctor Quintián, Tomás González-Ayuso, Paulo Novais, José Luis Calvo-Rolle
https://doi.org/10.1016/j.energy.2020.117986
Journal:  Energy Volume 205 (2020), p. 117986
Lithium iron phosphate power cell fault detection system based on hybrid intelligent system
José Luis Casteleiro-Roca, Héctor Quintián, José Luis Calvo-Rolle, Juan-Albino Méndez-Pérez, Francisco Javier Perez-Castelo, Emilio Corchado
https://doi.org/10.1093/jigpal/jzz072
Journal:  Logic Journal of the IGPL Volume 28, Issue 1 (2020), p. 71
Missing data imputation over academic records of electrical engineering students
Esteban Jove, Patricia Blanco-Rodríguez, José-Luis Casteleiro-Roca, Héctor Quintián, Francisco Javier Moreno Arboleda, José Antonio LóPez-Vázquez, Benigno Antonio Rodríguez-Gómez, María Del Carmen Meizoso-López, Andrés Piñón-Pazos, Francisco Javier De Cos Juez, Sung-Bae Cho, José Luis Calvo-Rolle
https://doi.org/10.1093/jigpal/jzz056
Journal:  Logic Journal of the IGPL Volume 28, Issue 4 (2020), p. 487
Modelling the hypnotic patient response in general anaesthesia using intelligent models
Esteban Jove, Jose M Gonzalez-Cava, José-Luis Casteleiro-Roca, Juan-Albino Méndez-Pérez, José Antonio Reboso-Morales, Francisco Javier Pérez-Castelo, Francisco Javier de Cos Juez, José Luis Calvo-Rolle
https://doi.org/10.1093/jigpal/jzy032
Journal:  Logic Journal of the IGPL Volume 27, Issue 2 (2019), p. 189
Prediction of Daily Photovoltaic Energy Production Using Weather Data and Regression
Hüseyin Sarper, Igor Melnykov, Lee Anne Martínez
https://doi.org/10.1115/1.4051262
Journal:  Journal of Solar Energy Engineering Volume 143, Issue 6 (2021)
Simplified method based on an intelligent model to obtain the extinction angle of the current for a single-phase half wave controlled rectifier with resistive and inductive load
José Luis Calvo-Rolle, Héctor Quintian-Pardo, Emilio Corchado, María del Carmen Meizoso-López, Ramón Ferreiro García
https://doi.org/10.1016/j.jal.2014.11.010
Journal:  Journal of Applied Logic Volume 13, Issue 1 (2015), p. 37
Sistema híbrido inteligente para la predicción de la tensión de una pila de combustible basada en hidrógeno
José-Luis Casteleiro-Roca, Antonio Javier Barragán, Francisca Segura, José Luis Calvo-Rolle, José Manuel Andújar
https://doi.org/10.4995/riai.2019.10986
Journal:  Revista Iberoamericana de Automática e Informática industrial Volume 16, Issue 4 (2019), p. 492
Solar Thermal Collector Output Temperature Prediction by Hybrid Intelligent Model for Smartgrid and Smartbuildings Applications and Optimization
José-Luis Casteleiro-Roca, Pablo Chamoso, Esteban Jove, Alfonso González-Briones, Héctor Quintián, María-Isabel Fernández-Ibáñez, Rafael Alejandro Vega Vega, Andrés-José Piñón Pazos, José Antonio López Vázquez, Santiago Torres-Álvarez, Tiago Pinto, Jose Luis Calvo-Rolle
https://doi.org/10.3390/app10134644
Journal:  Applied Sciences Volume 10, Issue 13 (2020), p. 4644


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