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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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22. 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. 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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26. 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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30. 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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31. 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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32. 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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33. 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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34. 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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35. 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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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. 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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49. 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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50. Detecting Performance Anomalies in the Multi-component Software a Collaborative Robot

Author

Quintián, Héctor, Jove, Esteban, Calvo-Rolle, José Luis, Basurto, Nuño, Cambra, Carlos, Herrero, Álvaro, Corchado, Emilio, 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, Analide, Cesar, editor, Novais, Paulo, editor, Camacho, David, editor, and Yin, Hujun, editor

Published
2020
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