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24 results on '"Torres-Alegre, Santiago"'

1. Application of Koniocortex-Like Networks to Cardiac Arrhythmias Classification

Author

Torres-Alegre, Santiago, Benchaib, Yasmine, Ferrández Vicente, José Manuel, Andina, Diego, Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Pandu Rangan, C., Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Ferrández Vicente, José Manuel, editor, Álvarez-Sánchez, José Ramón, editor, de la Paz López, Félix, editor, Toledo Moreo, Javier, editor, and Adeli, Hojjat, editor

Published
2019
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4. Artificial Metaplasticity: Application to MIT-BIH Arrhythmias Database

Author

Torres-Alegre, Santiago, Fombellida, Juan, Piñuela-Izquierdo, Juan Antonio, Andina, Diego, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Ferrández Vicente, José Manuel, editor, Álvarez-Sánchez, José Ramón, editor, de la Paz López, Félix, editor, Toledo-Moreo, Fco. Javier, editor, and Adeli, Hojjat, editor

Published
2015
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5. Artificial Metaplasticity for Deep Learning: Application to WBCD Breast Cancer Database Classification

Author

Fombellida, Juan, Torres-Alegre, Santiago, Piñuela-Izquierdo, Juan Antonio, Andina, Diego, 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, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Ferrández Vicente, José Manuel, editor, Álvarez-Sánchez, José Ramón, editor, de la Paz López, Félix, editor, Toledo-Moreo, Fco. Javier, editor, and Adeli, Hojjat, editor

Published
2015
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7. Application of Artificial Metaplasticity Neural Networks to Cardiac Arrhythmias Classification

Author

Benchaib, Y., Marcano-Cedeño, Alexis, Torres-Alegre, Santiago, Andina, Diego, 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, Ferrández Vicente, José Manuel, editor, Álvarez Sánchez, José Ramón, editor, de la Paz López, Félix, editor, and Toledo Moreo, Fco. Javier, editor

Published
2013
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8. Advances in Neyman-Pearson Neural Detectors Design

Author

Andina, Diego, Torres-Alegre, Santiago, Vega-Corona, Antonio, Álvarez-Vellisco, Antonio, Goos, Gerhard, Series editor, Hartmanis, Juris, Series editor, van Leeuwen, Jan, Series editor, Mira, José, editor, and Álvarez, José R., editor

Published
2003
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9. 5G: La Inmediatez de la Tecnología

Author

Torres Alegre, Santiago

Subjects
Cambio tecnológico, Red de telecomunicaciones
Abstract

El objetivo del artículo es responder a preguntas como qué supone la implantación de 5G o qué cambios aporta respecto a 4G u otras tecnologías inalámbricas. Para contestar a esta pregunta se exponen los aspectos técnicos básicos de 5G como el acceso OFDMA (Orthogonal Frequency Division Multiple Access), el network slicing, o la virtualización de funciones de red, así como su arquitectura de red. Los objetivos principales de 5G asociados a los escenarios de uso definidos por la UIT(Unión Internacional de Telecomunicaciones) consisten en el aumento de las velocidades de transmisión, la reducción de la latencia de las comunicaciones y la implantación masiva de conexiones tipo máquina para IoT. Por otro lado, debe considerarse 5G como una tecnología transversal que gracias a la consecución de los objetivos expuestos anteriormente tendrá impacto en todo tipo de sectores. En concreto en el artículo se expone el impacto de 5G en los sectores de, salud, Industria 4.0, aplicaciones de transporte, el sector media o entertaiment, gaming, smart cities y educación. Sin financiación No data 2020 UEM

Published
2022

13. Tackling business intelligence with bioinspired deep learning

Author

Fombellida Vetas, Juan, Martín Rubio, Irene, Torres Alegre, Santiago, Andina de la Fuente, Diego, Fombellida Vetas, Juan, Martín Rubio, Irene, Torres Alegre, Santiago, and Andina de la Fuente, Diego

Abstract

To tackle the complex problem of providing business intelligence solutions based on business data, bioinspired deep learning has to be considered. This paper focuses on the application of artificial metaplasticity learning in business intelligence systems as an alternative paradigm of achieving a deeper information extraction and learning from arbitrary size data sets. As a case study, artificial metaplasticity multilayer perceptron applied to the automation of credit approval decision based on collected client data is analyzed, showing its potential and improvements over the state-of-the-art techniques. This paper successfully introduces the relevant novelty that the artificial neural network itself estimates the pdf of the input data to be used in the metaplasticity learning, so it is much closer to the biologic reality than previous implementations of artificial metaplasticity.

Published
2018

14. AMSOM : artificial metaplasticity in SOM neural networks: Application to MIT-BIH arrhythmias database

Author

Torres Alegre, Santiago, Fombellida Vetas, Juan, Piñuela Izquierdo, Juan Antonio, Andina de la Fuente, Diego, Torres Alegre, Santiago, Fombellida Vetas, Juan, Piñuela Izquierdo, Juan Antonio, and Andina de la Fuente, Diego

Abstract

Artificial metaplasticity is the machine learning algorithm inspired in the biological metaplasticity of neural synapses. Metaplasticity stands for plasticity of plasticity, and as long as plasticity is related to memory, metaplasticity is related to learning. Implemented in supervised learning assuming input patterns distribution or a related function, it has proved to be very efficient in performance and in training convergence for multidisciplinary applications. Now, for the first time, this kind of artificial metaplasticity is implemented in an unsupervised neural network, achieving also excellent results that are presented in this paper. To compare results, a modified self-organization map is applied to the classification of MIT-BIH cardiac arrhythmias database.

Published
2018

18. Understanding the Brain Function and Emotions : 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3–7, 2019, Proceedings, Part I

Author

José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, Javier Toledo Moreo, Hojjat Adeli, José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, Javier Toledo Moreo, and Hojjat Adeli

Subjects
Computer science, Artificial intelligence, Image processing—Digital techniques, Computer vision, Computer networks
Abstract

The two volume set LNCS 11486 and 11487 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, held in Almería, Spain,, in June 2019. The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on understanding the brain function and emotions, addressing topics such as new tools for analyzing neural data, or detection emotional states, or interfacing with physical systems. The second volume deals with bioinspired systems and biomedical applications to machine learning and contains papers related bioinspired programming strategies and all the contributions oriented to the computational solutions to engineering problems in different applications domains, as biomedical systems, or big data solutions.

Published
2019

19. From Bioinspired Systems and Biomedical Applications to Machine Learning : 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3–7, 2019, Proceedings, Part II

Author

José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, Javier Toledo Moreo, Hojjat Adeli, José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, Javier Toledo Moreo, and Hojjat Adeli

Subjects
Computer science, Artificial intelligence, Computer engineering, Computer networks, Image processing—Digital techniques, Computer vision
Abstract

The two volume set LNCS 11486 and 11487 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, held in Almería, Spain,, in June 2019. The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on understanding the brain function and emotions, addressing topics such as new tools for analyzing neural data, or detection emotional states, or interfacing with physical systems. The second volume deals with bioinspired systems and biomedical applications to machine learning and contains papers related bioinspired programming strategies and all the contributions oriented to the computational solutions to engineering problems in different applications domains, as biomedical systems, or big data solutions.

Published
2019

20. Artificial Computation in Biology and Medicine : International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2015, Elche, Spain, June 1-5, 2015, Proceedings, Part I

Author

José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, Fco. Javier Toledo-Moreo, Hojjat Adeli, José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, Fco. Javier Toledo-Moreo, and Hojjat Adeli

Subjects
Computer science, Algorithms, Artificial intelligence, Bioinformatics, Pattern recognition systems, Application software
Abstract

The two volumes LNCS 9107 and 9108 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2015, held in Elche, Spain, in June 2015.The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on artificial computation and biology and medicine, addressing topics such as computational neuroscience, neural coding and neuro-informatics, as well as computational foundations and approaches to the study of cognition. The second volume deals with bioinspired computation in artificial systems; topics alluded are bio-inspired circuits and mechanisms, bioinspired programming strategies and bioinspired engineering AI&KE.

Published
2015

21. Natural and Artificial Models in Computation and Biology : 5th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2013, Mallorca, Spain, June 10-14, 2013. Proceedings, Part I

Author

Jose Manuel Ferrandez Vicente, Jose Ramon Alvarez Sanchez, Felix de la Paz Lopez, Fco. Javier Toledo Moreo, Jose Manuel Ferrandez Vicente, Jose Ramon Alvarez Sanchez, Felix de la Paz Lopez, and Fco. Javier Toledo Moreo

Subjects
Computer science, Algorithms, Artificial intelligence, Bioinformatics, Pattern recognition systems, Application software
Abstract

The two volume-set, LNCS 7930 and LNCS 7931, constitutes the refereed proceedings of the 5th International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2013, held in Mallorca, Spain, in June 2013. The 92 revised full papers presented in LNCS 7930 and LNCS 7931 were carefully reviewed and selected from numerous submissions. The first part, LNCS 7930, entitled'Natural and Artificial Models in Computation and Biology”, includes all the contributions mainly related to the methodological, conceptual, formal, and experimental developments in the fields of neurophysiology and cognitive science. The second part, LNCS 7931, entitled “Natural and Artificial Computation in Engineering and Medical Applications”, contains the papers related to bioinspired programming strategies and all the contributions related to the computational solutions to engineering problems in different application domains, specially Health applications, including the CYTED “Artificial and Natural Computation for Health” (CANS) research network papers. In addition, this two volume-set reflects six interesting areas: cognitive robotics; natural computing; wetware computation; quality of life technologies; biomedical and industrial perception applications; and Web intelligence and neuroscience.

Published
2013

22. Natural and Artificial Computation in Engineering and Medical Applications : 5th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2013, Mallorca, Spain, June 10-14, 2013. Proceedings, Part II

Author

Jose Manuel Ferrandez Vicente, Jose Ramon Alvarez Sanchez, Felix de la Paz Lopez, Fco. Javier Toledo Moreo, Jose Manuel Ferrandez Vicente, Jose Ramon Alvarez Sanchez, Felix de la Paz Lopez, and Fco. Javier Toledo Moreo

Subjects
Computer science, Algorithms, Artificial intelligence, Bioinformatics, Pattern recognition systems, Application software
Abstract

The two volume-set, LNCS 7930 and LNCS 7931, constitutes the refereed proceedings of the 5th International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2013, held in Mallorca, Spain, in June 2013. The 92 revised full papers presented in LNCS 7930 and LNCS 7931 were carefully reviewed and selected from numerous submissions. The first part, LNCS 7930, entitled'Natural and Artificial Models in Computation and Biology”, includes all the contributions mainly related to the methodological, conceptual, formal, and experimental developments in the fields of neurophysiology and cognitive science. The second part, LNCS 7931, entitled “Natural and Artificial Computation in Engineering and Medical Applications”, contains the papers related to bioinspired programming strategies and all the contributions related to the computational solutions to engineering problems in different application domains, specially Health applications, including the CYTED “Artificial and Natural Computation for Health” (CANS) research network papers. In addition, this two volume-set reflects six interesting areas: cognitive robotics; natural computing; wetware computation; quality of life technologies; biomedical and industrial perception applications; and Web intelligence and neuroscience.

Published
2013

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