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Your search keyword '"Zapirain, Begoña"' showing total 235 results
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235 results on '"Zapirain, Begoña"'

5. A Proposed Methodology for Subjective Evaluation of Video and Text Summarization

Author

Garcia-Zapirain, Begona, Castillo, Cristian, Badiola, Aritz, Zahia, Sofia, Mendez, Amaia, Langlois, David, Jouvet, Denis, Torres, Juan-Manuel, Leszczuk, Mikołaj, Smaili, Kamel, 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, Choroś, Kazimierz, editor, Kopel, Marek, editor, Kukla, Elżbieta, editor, and Siemiński, Andrzej, editor

Published
2019
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6. A First Summarization System of a Video in a Target Language

Author

Smaïli, Kamel, Fohr, Dominique, González-Gallardo, Carlos-Emiliano, Grega, Michał, Janowski, Lucjan, Jouvet, Denis, Komorowski, Artur, Koźbiał, Arian, Langlois, David, Leszczuk, Mikołaj, Mella, Odile, Menacer, Mohamed A., Mendez, Amaia, Linhares Pontes, Elvys, SanJuan, Eric, Świst, Damian, Torres-Moreno, Juan-Manuel, Garcia-Zapirain, Begona, 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, Choroś, Kazimierz, editor, Kopel, Marek, editor, Kukla, Elżbieta, editor, and Siemiński, Andrzej, editor

Published
2019
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18. Technological Solution for Improving Time Management Skills Using an Android Application for Children with ADD

Author

Alonso Molinero, Alexander, Jorge Hernández, Fernando, Méndez Zorrilla, Amaia, García Zapirain, Begoña, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Bravo, José, editor, Hervás, Ramón, editor, and Rodríguez, Marcela, editor

Published
2012
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19. JeWheels: Kinect Based Serious Game Aimed at Wheelchair Users

Author

de Urturi, Zelai Sáenz, Méndez Zorilla, Amaia, García Zapirain, Begoña, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Bravo, José, editor, Hervás, Ramón, editor, and Rodríguez, Marcela, editor

Published
2012
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20. emHEALTH: Online-Platform with Telecare Services to Promote Healthy Lifestyle for People with Multiple Sclerosis

Author

Eguíluz, Gonzalo, García Zapirain, Begoña, Méndez Zorrilla, Amaia, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Bravo, José, editor, Hervás, Ramón, editor, and Rodríguez, Marcela, editor

Published
2012
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21. Pathological Vocal Folds Quantitative Parameters Exchange Using HL7 Standard

Author

Méndez Zorrilla, Amaia, García Zapirain, Begoña, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Bravo, José, editor, Hervás, Ramón, editor, and Rodríguez, Marcela, editor

Published
2012
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22. Oesophageal Voice Harmonic to Noise Ratio Enhancement over UMTS Networks Using Kalman-EM

Author

Azzouz, Marouen, García Zapirain, Begoña, Ruiz, Ibon, Méndez, Amaia, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Cabestany, Joan, editor, Rojas, Ignacio, editor, and Joya, Gonzalo, editor

Published
2011
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23. Quantitative Study and Monitoring of the Growth of Lung Cancer Nodule Using an X-Ray Computed Tomography Image Processing Tool

Author

García Arroyo, José Luis, García Zapirain, Begoña, Méndez Zorrilla, Amaia, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Cabestany, Joan, editor, Rojas, Ignacio, editor, and Joya, Gonzalo, editor

Published
2011
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24. Stress Telecare Using a Smart Device Controller

Author

Boulesteix, Nicolas, Vicente, Javier, García Zapirain, Begoña, Méndez, Amaia, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Bravo, José, editor, Hervás, Ramón, editor, and Villarreal, Vladimir, editor

Published
2011
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25. Review and New Proposals for Zigbee Applications in Healthcare and Home Automation

Author

Caballero, Iker, Vicente Sáez, Javier, García Zapirain, Begoña, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Bravo, José, editor, Hervás, Ramón, editor, and Villarreal, Vladimir, editor

Published
2011
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31. Predicting Genetic Disorder and Types of Disorder Using Chain Classifier Approach.

Author

Raza, Ali, Rustam, Furqan, Siddiqui, Hafeez Ur Rehman, Diez, Isabel de la Torre, Garcia-Zapirain, Begoña, Lee, Ernesto, and Ashraf, Imran

Subjects
GENETIC disorders, ARTIFICIAL intelligence, DNA, ALZHEIMER'S disease, RANDOM forest algorithms, TAGS (Metadata)
Abstract

Genetic disorders are the result of mutation in the deoxyribonucleic acid (DNA) sequence which can be developed or inherited from parents. Such mutations may lead to fatal diseases such as Alzheimer's, cancer, Hemochromatosis, etc. Recently, the use of artificial intelligence-based methods has shown superb success in the prediction and prognosis of different diseases. The potential of such methods can be utilized to predict genetic disorders at an early stage using the genome data for timely treatment. This study focuses on the multi-label multi-class problem and makes two major contributions to genetic disorder prediction. A novel feature engineering approach is proposed where the class probabilities from an extra tree (ET) and random forest (RF) are joined to make a feature set for model training. Secondly, the study utilizes the classifier chain approach where multiple classifiers are joined in a chain and the predictions from all the preceding classifiers are used by the conceding classifiers to make the final prediction. Because of the multi-label multi-class data, macro accuracy, Hamming loss, and α-evaluation score are used to evaluate the performance. Results suggest that extreme gradient boosting (XGB) produces the best scores with a 92% α-evaluation score and a 84% macro accuracy score. The performance of XGB is much better than state-of-the-art approaches, in terms of both performance and computational complexity. [ABSTRACT FROM AUTHOR]

Published
2023
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