Author: "Quintián, Héctor" - Searchworks@Jio Institute Digital Library Search Results

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2,042 results on '"Quintián, Héctor"'

1. Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System

Author: García-Ordás, María Teresa, Alaiz-Moretón, Héctor, Casteleiro-Roca, José-Luis, Jove, Esteban, Benítez-Andrades, José Alberto, García-Rodríguez, Isaías, Quintián, Héctor, and Calvo-Rolle, José Luis
Subjects: Computer Science - Machine Learning, Computer Science - Multiagent Systems
Abstract: This work addresses the performance comparison between four clustering techniques with the objective of achieving strong hybrid models in supervised learning tasks. A real dataset from a bio-climatic house named Sotavento placed on experimental wind farm and located in Xermade (Lugo) in Galicia (Spain) has been collected. Authors have chosen the thermal solar generation system in order to study how works applying several cluster methods followed by a regression technique to predict the output temperature of the system. With the objective of defining the quality of each clustering method two possible solutions have been implemented. The first one is based on three unsupervised learning metrics (Silhouette, Calinski-Harabasz and Davies-Bouldin) while the second one, employs the most common error measurements for a regression algorithm such as Multi Layer Perceptron.
Published: 2024
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2. Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction

Author: Timiraos, Míriam, Díaz-Longueira, Antonio, Michelena, Álvaro, Zayas-Gato, Francisco, Casteleiro-Roca, José-Luis, Jove, Esteban, Quintián, Héctor, Fontenla-Romero, Óscar, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Herrero, Álvaro, editor, Calvo Rolle, José Luis, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2023
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3. Machine Learning Based System for Detecting Battery State-of-Health

Author: Michelena, Álvaro, Díaz-Longueira, Antonio, Timiraos, Míriam, Zayas-Gato, Francisco, Quintián, Héctor, Fernández, Natalia Prieto, Alaiz-Moretón, Héctor, Calvo-Rolle, José Luis, García-Ordás, María Teresa, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Herrero, Álvaro, editor, Calvo Rolle, José Luis, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2023
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4. Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine

Author: Díaz-Longueira, Antonio, Timiraos, Míriam, Michelena, Álvaro, Zayas-Gato, Francisco, Casteleiro-Roca, José-Luis, Jove, Esteban, Quintián, Héctor, Simić, Dragan, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Herrero, Álvaro, editor, Calvo Rolle, José Luis, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2023
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5. Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries

Author: Díaz-Longueira, Antonio, Michelena, Álvaro, Timiraos, Míriam, Zayas-Gato, Francisco, Quintián, Héctor, Cuellar, Carmen Benavides, Alaiz-Moretón, Héctor, Calvo-Rolle, José Luis, García-Ordás, María Teresa, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Herrero, Álvaro, editor, Calvo Rolle, José Luis, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2023
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6. System Identification and Emulation of a Physical Level Control Plant Using a Low Cost Embedded System

Author: Méndez-Busto, Daniel, Díaz-Longueira, Antonio, Michelena, Álvaro, Timiraos, Míriam, Zayas-Gato, Francisco, Jove, Esteban, Arce, Elena, Quintián, Héctor, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Herrero, Álvaro, editor, Calvo Rolle, José Luis, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2023
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7. Finding and Removing Infected T -Trees in IoT Networks

Author: Severt, Marcos, Casado-Vara, Roberto, del Rey, Angel Martín, Jove, Esteban, Quintián, Héctor, Calvo-Rolle, Jose Luis, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Herrero, Álvaro, editor, Calvo Rolle, José Luis, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2023
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8. A Novel Method for Failure Detection Based on Real-Time Systems Identification

Author: Michelena, Álvaro, Díaz-Longueira, Antonio, Timiraos, Míriam, Quintián, Héctor, Romero, Óscar Fontenla, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Herrero, Álvaro, editor, Calvo Rolle, José Luis, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2023
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9. 3D Virtual Laboratory for Control Engineering Using Blended Learning Methodology

Author: Zayas-Gato, Francisco, Michelena, Álvaro, Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Arce, Elena, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Villar Flecha, José Ramón, editor, Troncoso Lora, Alicia, editor, de la Cal, Enrique A., editor, Herrero, Álvaro, editor, Martínez Álvarez, Francisco, editor, Psaila, Giuseppe, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2023
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10. Reinforcement Learning Model Free with GLIE Monte-Carlo on Policy Update for Network Topology Discovery

Author: Casado-Vara, Roberto, Severt, Marcos, del Rey, Ángel Martín, Quintián, Héctor, Calvo-Rolle, Jose L., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Villar Flecha, José Ramón, editor, Troncoso Lora, Alicia, editor, de la Cal, Enrique A., editor, Herrero, Álvaro, editor, Martínez Álvarez, Francisco, editor, Psaila, Giuseppe, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2023
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11. Dimensionality-Reduction Methods for the Analysis of Web Traffic

Author: Basurto, Nuño, Michelena, Álvaro, Urda, Daniel, Quintián, Hector, Calvo-Rolle, José Luis, Herrero, Álvaro, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Villar Flecha, José Ramón, editor, Troncoso Lora, Alicia, editor, de la Cal, Enrique A., editor, Herrero, Álvaro, editor, Martínez Álvarez, Francisco, editor, Psaila, Giuseppe, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2023
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12. An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids

Author: Michelena, Álvaro, Zayas-Gato, Francisco, Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Fontenla-Romero, Óscar, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Villar Flecha, José Ramón, editor, Troncoso Lora, Alicia, editor, de la Cal, Enrique A., editor, Herrero, Álvaro, editor, Martínez Álvarez, Francisco, editor, Psaila, Giuseppe, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2023
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13. Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques

Author: Michelana, Álvaro, Aveleira-Mata, José, Jove, Esteban, Alaiz-Moretón, Héctor, Quintián, Héctor, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Machado, José Manuel, editor, Chamoso, Pablo, editor, Hernández, Guillermo, editor, Bocewicz, Grzegorz, editor, Loukanova, Roussanka, editor, Jove, Esteban, editor, del Rey, Angel Martin, editor, and Ricca, Michela, editor
Published: 2023
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14. A HAIS Approach to Predict the Energy Produced by a Solar Panel

Author: Arroyo, Ángel, Quintian, Hector, Calvo-Rolle, Jose Luis, Basurto, Nuño, Herrero, Álvaro, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Villar Flecha, José Ramón, editor, Troncoso Lora, Alicia, editor, de la Cal, Enrique A., editor, Herrero, Álvaro, editor, Martínez Álvarez, Francisco, editor, Psaila, Giuseppe, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2022
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15. Low Cost Three-Phase Motor Speed Control System Design for Educational Laboratory Practices

Author: Michelena, Álvaro, Zayas-Gato, Francico, Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Gude Prego, Juan José, editor, de la Puerta, José Gaviria, editor, García Bringas, Pablo, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2022
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16. Virtual Implementation of Practical Control Subjects as an Alternative to Face-to-Face Laboratory Lessons

Author: Zayas-Gato, Francisco, Michelena, Álvaro, Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Arce-Fariña, Elena, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Gude Prego, Juan José, editor, de la Puerta, José Gaviria, editor, García Bringas, Pablo, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2022
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17. Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach

Author: Aveleira-Mata, José, Jove, Esteban, del Blanco, David Yeregui Marcos, Ordás, María Teresa García, Zayas-Gato, Francico, Michelena, Álvaro, Casteleiro-Roca, José-Luis, Quintián, Héctor, Alaiz-Moretón, Héctor, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Gude Prego, Juan José, editor, de la Puerta, José Gaviria, editor, García Bringas, Pablo, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2022
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18. Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices

Author: Grandío, Álvaro Michelena, Ordás, María Teresa García, del Blanco, David Yeregui Marcos, Aveleira-Mata, José, Zayas-Gato, Francisco, Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Alaiz-Moretón, Héctor, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Gude Prego, Juan José, editor, de la Puerta, José Gaviria, editor, García Bringas, Pablo, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2022
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19. Advanced 3D Visualization of Android Malware Families

Author: Basurto, Nuño, Quintián, Héctor, Urda, Daniel, Calvo-Rolle, José Luis, Herrero, Álvaro, Corchado, Emilio, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Gude Prego, Juan José, editor, de la Puerta, José Gaviria, editor, García Bringas, Pablo, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2022
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20. A distributed topology for identifying anomalies in an industrial environment

Author: Zayas-Gato, Francisco, Michelena, Álvaro, Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Novais, Paulo, Méndez-Pérez, Juan Albino, and Calvo-Rolle, José Luis
Published: 2022
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21. Special Issue SOCO 2022: New trends in soft computing and its application in industrial and environmental problems

Author: Quintián, Héctor, primary and Corchado, Emilio, additional
Published: 2024
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22. Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction

Author: Timiraos, Míriam, primary, Díaz-Longueira, Antonio, additional, Michelena, Álvaro, additional, Zayas-Gato, Francisco, additional, Casteleiro-Roca, José-Luis, additional, Jove, Esteban, additional, Quintián, Héctor, additional, Fontenla-Romero, Óscar, additional, and Calvo-Rolle, José Luis, additional
Published: 2023
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23. Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine

Author: Díaz-Longueira, Antonio, primary, Timiraos, Míriam, additional, Michelena, Álvaro, additional, Zayas-Gato, Francisco, additional, Casteleiro-Roca, José-Luis, additional, Jove, Esteban, additional, Quintián, Héctor, additional, Simić, Dragan, additional, and Calvo-Rolle, José Luis, additional
Published: 2023
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24. Machine Learning Based System for Detecting Battery State-of-Health

Author: Michelena, Álvaro, primary, Díaz-Longueira, Antonio, additional, Timiraos, Míriam, additional, Zayas-Gato, Francisco, additional, Quintián, Héctor, additional, Fernández, Natalia Prieto, additional, Alaiz-Moretón, Héctor, additional, Calvo-Rolle, José Luis, additional, and García-Ordás, María Teresa, additional
Published: 2023
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25. Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques

Author: Michelana, Álvaro, primary, Aveleira-Mata, José, additional, Jove, Esteban, additional, Alaiz-Moretón, Héctor, additional, Quintián, Héctor, additional, and Calvo-Rolle, José Luis, additional
Published: 2023
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26. A Novel Proposal for Estimating PID Parameters Based on Centroids

Author: Michelena, Álvaro, Zayas-Gato, Francisco, Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Fontenla-Romero, Óscar, Calvo-Rolle, José Luis, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Brito Palma, Luís, editor, Neves-Silva, Rui, editor, and Gomes, Luís, editor
Published: 2022
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27. Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers

Author: Jove, Esteban, Aveleira-Mata, Jose, Alaiz-Moretón, Héctor, Casteleiro-Roca, José-Luis, del Blanco, David Yeregui Marcos, Zayas-Gato, Francico, Quintián, Héctor, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Corchado, Juan M., editor, and Trabelsi, Saber, editor
Published: 2022
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28. 3D Virtual Laboratory for Control Engineering Using Blended Learning Methodology

Author: Zayas-Gato, Francisco, primary, Michelena, Álvaro, additional, Jove, Esteban, additional, Casteleiro-Roca, José-Luis, additional, Quintián, Héctor, additional, Arce, Elena, additional, and Calvo-Rolle, José Luis, additional
Published: 2022
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29. An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids

Author: Michelena, Álvaro, primary, Zayas-Gato, Francisco, additional, Jove, Esteban, additional, Casteleiro-Roca, José-Luis, additional, Quintián, Héctor, additional, Fontenla-Romero, Óscar, additional, and Calvo-Rolle, José Luis, additional
Published: 2022
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30. Reinforcement Learning Model Free with GLIE Monte-Carlo on Policy Update for Network Topology Discovery

Author: Casado-Vara, Roberto, primary, Severt, Marcos, additional, del Rey, Ángel Martín, additional, Quintián, Héctor, additional, and Calvo-Rolle, Jose L., additional
Published: 2022
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31. Técnicas de clasificación supervisadas para la detección de anomalías en el control de procesos industriales

Author: Michelena, Álvaro, primary, Zayas-Gato, Francisco, additional, Jove, Esteban, additional, Casteleiro-Roca, José-Luis, additional, Quintián, Héctor, additional, Prieto-Fernández, Natalia, additional, Alaiz-Moretón, Héctor, additional, and Calvo-Rolle, José Luis, additional
Published: 2022
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32. Beta-Hebbian Learning for Visualizing Intrusions in Flows

Author: Quintián, Héctor, Jove, Esteban, Casteleiro-Roca, José-Luis, Urda, Daniel, Arroyo, Ángel, Calvo-Rolle, José Luis, Herrero, Álvaro, Corchado, Emilio, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Herrero, Álvaro, editor, Cambra, Carlos, editor, Urda, Daniel, editor, Sedano, Javier, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2021
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33. Hybrid Approximate Convex Hull One-Class Classifier for an Industrial Plant

Author: Núñez, Iago, Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Zayas-Gato, Francisco, Simić, Dragan, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Herrero, Álvaro, editor, Cambra, Carlos, editor, Urda, Daniel, editor, Sedano, Javier, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2021
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34. A Comparative Study to Detect Flowmeter Deviations Using One-Class Classifiers

Author: Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Zayas-Gato, Francisco, Novais, Paulo, Méndez-Pérez, Juan Albino, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Herrero, Álvaro, editor, Cambra, Carlos, editor, Urda, Daniel, editor, Sedano, Javier, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2021
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35. Comparative Analysis of Clustering Techniques for a Hybrid Model Implementation

Author: García-Ordás, María Teresa, Alaiz-Moretón, Héctor, Casteleiro-Roca, José-Luis, Jove, Esteban, Benítez-Andrades, José Alberto, García-Rodríguez, Isaías, Quintián, Héctor, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Herrero, Álvaro, editor, Cambra, Carlos, editor, Urda, Daniel, editor, Sedano, Javier, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2021
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36. Data Collection Description for Evaluation and Analysis of Engineering Students Academic Performance

Author: Vázquez, José Antonio López, Casteleiro-Roca, José-Luis, Jove, Esteban, Zayas-Gato, Francisco, Quintián, Héctor, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Herrero, Álvaro, editor, Cambra, Carlos, editor, Urda, Daniel, editor, Sedano, Javier, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2021
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37. Hybrid Model to Calculate the State of Charge of a Battery

Author: Ordás, María Teresa García, Blanco, David Yeregui Marcos del, Aveleira-Mata, José, Zayas-Gato, Francisco, Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Calvo-Rolle, José Luis, Alaiz-Moretón, Héctor, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Sanjurjo González, Hugo, editor, Pastor López, Iker, editor, García Bringas, Pablo, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2021
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38. Novel adaptive approach for anomaly detection in nonlinear and time-varying industrial systems

Author: Michelena, Álvaro, primary, Zayas-Gato, Francisco, additional, Jove, Esteban, additional, Casteleiro-Roca, José-Luis, additional, Quintián, Héctor, additional, Fontenla-Romero, Óscar, additional, and Luis Calvo-Rolle, José, additional
Published: 2024
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39. Special Issue on Hybrid Artificial Intelligence Systems from HAIS 2021 Conference

Author: Quintián, Héctor, primary and Corchado, Emilio, additional
Published: 2024
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40. Outlier Generation and Anomaly Detection Based on Intelligent One-Class Techniques over a Bicomponent Mixing System

Author: Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Méndez-Pérez, Juan Albino, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Sáez Muñoz, José António, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2020
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41. Anomaly Detection on Patients Undergoing General Anesthesia

Author: Jove, Esteban, Gonzalez-Cava, Jose M., Casteleiro-Roca, José-Luis, Quintián, Héctor, Méndez-Pérez, Juan Albino, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Sáez Muñoz, José António, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2020
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42. Deep Learning for House Categorisation, a Proposal Towards Automation in Land Registry

Author: Garcia-Retuerta, David, Casado-Vara, Roberto, Calvo-Rolle, Jose L., Quintián, Héctor, Prieto, Javier, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, de la Cal, Enrique Antonio, editor, Villar Flecha, José Ramón, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2020
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43. Clustering Techniques Performance Analysis for a Solar Thermal Collector Hybrid Model Implementation

Author: García-Ordás, María Teresa, Alaiz-Moretón, Héctor, Casteleiro-Roca, José-Luis, Jove, Esteban, Andrades, José Alberto Benítez, Cuellar, Carmen Benavides, Quintián, Héctor, Calvo-Rolle, José Luis, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, de la Cal, Enrique Antonio, editor, Villar Flecha, José Ramón, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2020
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44. A Hybrid One-Class Topology for Non-convex Sets

Author: Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Zayas-Gato, Francisco, Casado-Vara, Roberto, Baruque, Bruno, Méndez-Pérez, Juan Albino, Calvo-Rolle, José Luis, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, de la Cal, Enrique Antonio, editor, Villar Flecha, José Ramón, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2020
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45. Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach.

Author: Ordás, María Teresa, Blanco, David Yeregui Marcos del, Aveleira-Mata, José, Zayas-Gato, Francisco, Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Calvo-Rolle, José Luis, and Alaiz-Moreton, Héctor
Subjects: VOLTAGE, ELECTRIC currents, HOUSEHOLD electronics, STORAGE batteries, RENEWABLE energy sources
Abstract: Batteries are a fundamental storage component due to its various applications in mobility, renewable energies and consumer electronics among others. Regardless of the battery typology, one key variable from a user's perspective is the remaining energy in the battery. It is usually presented as the percentage of remaining energy compared to the total energy that can be stored and is labeled State Of Charge (SOC). This work addresses the development of a hybrid model based on a Lithium Iron Phosphate (LiFePO4) power cell, due to its broad implementation. The proposed model calculates the SOC, by means of voltage and electric current as inputs and the latter as the output. Therefore, four models based on k-Means, Agglomerative Clustering, Gaussian Mixture and Spectral Clustering techniques have been tested in order to obtain an optimal solution. [ABSTRACT FROM AUTHOR]
Published: 2024
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46. An Intelligent Regression-Based Approach for Predicting a Geothermal Heat Exchanger's Behavior in a Bioclimatic House Context.

Author: Díaz-Longueira, Antonio, Rubiños, Manuel, Arcano-Bea, Paula, Calvo-Rolle, Jose Luis, Quintián, Héctor, and Zayas-Gato, Francisco
Subjects: HEAT exchangers, GEOTHERMAL ecology, GEOTHERMAL resources, FEATURE selection, ECOLOGICAL impact, STATISTICAL correlation
Abstract: Growing dependence on fossil fuels is one of the critical factors accelerating climate change, a global concern that can destabilize ecosystems and economies worldwide. In this context, renewable energy is emerging as a sustainable and environmentally responsible alternative. Among the options, geothermal energy stands out for its ability to provide heat and electricity consistently and efficiently, offering a feasible solution to reduce the carbon footprint and promote more sustainable development in a globalized economy. In this work, a machine learning approach is proposed to predict the behavior of a horizontal heat exchanger from a bioclimatic house. First, a correlation analysis was conducted for optimal feature selection. Then, several regression techniques were applied to predict the output temperature of the geothermal exchanger. Satisfactory prediction results were obtained in different scenarios over the whole dataset. Also, a significant correlation between several sensors was concluded. [ABSTRACT FROM AUTHOR]
Published: 2024
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47. A New Approach for System Malfunctioning over an Industrial System Control Loop Based on Unsupervised Techniques

Author: Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Méndez-Pérez, Juan Albino, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Graña, Manuel, editor, López-Guede, José Manuel, editor, Etxaniz, Oier, editor, Herrero, Álvaro, editor, Sáez, José Antonio, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor
Published: 2019
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48. Correction to: 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021)

Author: Gude Prego, Juan José, primary, de la Puerta, José Gaviria, additional, García Bringas, Pablo, additional, Quintián, Héctor, additional, and Corchado, Emilio, additional
Published: 2022
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49. A Novel Proposal for Estimating PID Parameters Based on Centroids

Author: Michelena, Álvaro, primary, Zayas-Gato, Francisco, additional, Jove, Esteban, additional, Casteleiro-Roca, José-Luis, additional, Quintián, Héctor, additional, Fontenla-Romero, Óscar, additional, and Calvo-Rolle, José Luis, additional
Published: 2022
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50. A Global Classifier Implementation for Detecting Anomalies by Using One-Class Techniques over a Laboratory Plant

Author: Jove, Esteban, Casteleiro-Roca, José-Luis, Quintián, Héctor, Méndez-Pérez, Juan-Albino, Calvo-Rolle, José Luis, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Herrera-Viedma, Enrique, editor, Vale, Zita, editor, Nielsen, Peter, editor, Martin Del Rey, Angel, editor, and Casado Vara, Roberto, editor
Published: 2020
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