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2. 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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5. Combining Multiscale Filtering and Neural Networks for Local Rainfall Forecast

Author

Buendia, Fulgencio S., Moya, Gabriel Buendia, 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, Javier, editor, and Adeli, Hojjat, editor

Published
2017
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6. Sub-Optimum Signal Linear Detector Using Wavelets and Support Vector Machines

Author

Gomez, Jaime, Melgar, Ignacio, Seijas, Juan, and Andina, Diego

Subjects
Computer Science - Information Retrieval, Computer Science - Neural and Evolutionary Computing
Abstract

The problem of known signal detection in Additive White Gaussian Noise is considered. In previous work, a new detection scheme was introduced by the authors, and it was demonstrated that optimum performance cannot be reached in a real implementation. In this paper we analyse Support Vector Machines (SVM) as an alternative, evaluating the results in terms of Probability of detection curves for a fixed Probability of false alarm., Comment: 6 pages

Published
2005

8. The Koniocortex-Like Network: A New Biologically Plausible Unsupervised Neural Network

Author

Peláez, Francisco Javier Ropero, 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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9. 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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10. From Smart Grids to Business Intelligence, a Challenge for Bioinspired Systems

Author

Martín-Rubio, Irene, Florence-Sandoval, Antonio E., Jiménez-Trillo, Juan, 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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11. 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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22. ACO Using a MCDM Strategy for Route Finding in the City of Guadalajara, México

Author

Gómez-Barba, Leopoldo, Ojeda-Magaña, Benjamín, Ruelas, Rubén, Andina, Diego, Herrero, Álvaro, editor, Baruque, Bruno, editor, Klett, Fanny, editor, Abraham, Ajith, editor, Snášel, Václav, editor, de Carvalho, André C.P.L.F., editor, Bringas, Pablo García, editor, Zelinka, Ivan, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor

Published
2014
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23. Quality of Microcalcification Segmentation in Mammograms by Clustering Algorithms

Author

Guardado-Medina, Ramón O., Ojeda-Magaña, Benjamín, Quintanilla-Domínguez, Joel, Ruelas, Rubén, Andina, Diego, Herrero, Álvaro, editor, Baruque, Bruno, editor, Klett, Fanny, editor, Abraham, Ajith, editor, Snášel, Václav, editor, de Carvalho, André C.P.L.F., editor, Bringas, Pablo García, editor, Zelinka, Ivan, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor

Published
2014
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25. Contributors

Author

Abdel Aleem, Shady Hossam Eldeen, primary, Andina, Diego, additional, Baldi, Simone, additional, Barone, Marcelo A., additional, Broedel, Dayane Corneau, additional, Bruno, Maria, additional, Carletti, Daniel, additional, Carrillo, Rubén A.M., additional, Carvalho, Monica, additional, de Angeli Souza, Sabrina, additional, de Barros, Jr, Odair, additional, de Oliveira Rocha, Helder Roberto, additional, Dias, Augusto P.F., additional, do Rosário Santos Cruz, Marco António, additional, Donadel, Clainer Bravin, additional, Eltamaly, Ali M., additional, Encarnação, Lucas Frizera, additional, Fardin, Jussara F., additional, Fiorotti, Rodrigo, additional, Gagliano, Antonio, additional, Gandoman, Foad Heidari, additional, Guaitolini, Stéfani V.M., additional, Jurado, Francisco, additional, Korkas, Christos D., additional, Kosmatopoulos, Elias B., additional, Martín Rubio, Irene, additional, Mohamed, Mohamed A., additional, Nanaki, Evanthia A., additional, Nocera, Francesco, additional, Omar, Noshin, additional, Ortega, Manuel, additional, Paiva, Marcia Helena Moreira, additional, Palacio, Jose C.E., additional, Rodrigues, Patrick Trivilin, additional, Rodríguez, Carlos E.C., additional, Santos, José J.C.S., additional, Segatto, Marcelo Eduardo Vieira, additional, Sharaf, Adel Mahmoud, additional, Silva, Jair Adriano Lima, additional, Torreglosa, Juan P., additional, Vera, David, additional, Xydis, George A., additional, Yahyaoui, Imene, additional, Yahyaoui, Amani, additional, Yumuşak, Nejat, additional, and Zobaa, Ahmed Faheem, additional

Published
2018
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30. Robustness of Artificial Metaplasticity Learning to Erroneous Input Distribution Assumptions

Author

de Pablos Álvaro, Marta, 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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31. A Neural Network Simulation of Spreading Depression

Author

Castello Paiva, Daniel, Andina, Diego, Ropero Peláez, Francisco Javier, 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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32. 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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33. Image Segmentation Using Ant System-Based Clustering Algorithm

Author

Jevtić, Aleksandar, Quintanilla-Domínguez, Joel, Barrón-Adame, José Miguel, Andina, Diego, Kacprzyk, Janusz, editor, Corchado, Emilio, editor, Snášel, Václav, editor, Sedano, Javier, editor, Hassanien, Aboul Ella, editor, Calvo, José Luis, editor, and Ślȩzak, Dominik, editor

Published
2011
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34. Identification of Masses in Mammograms by Image Sub-segmentation

Author

Ojeda-Magaña, Benjamín, Ruelas, Rubén, Quintanilla-Domínguez, Joel, Corona-Nakamura, María Adriana, Andina, Diego, Kacprzyk, Janusz, editor, Corchado, Emilio, editor, Snášel, Václav, editor, Sedano, Javier, editor, Hassanien, Aboul Ella, editor, Calvo, José Luis, editor, and Ślȩzak, Dominik, editor

Published
2011
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35. Probabilistic versus Incremental Presynaptic Learning in Biologically Plausible Synapses

Author

Ropero Peláez, Francisco Javier, 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, 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, Ferrández, José Manuel, editor, Álvarez Sánchez, José Ramón, editor, de la Paz, Félix, editor, and Toledo, F. Javier, editor

Published
2011
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36. On the Biological Plausibility of Artificial Metaplasticity

Author

Andina, Diego, Ropero-Peláez, Javier, 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, Ferrández, José Manuel, editor, Álvarez Sánchez, José Ramón, editor, de la Paz, Félix, editor, and Toledo, F. Javier, editor

Published
2011
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37. A Prediction Model to Diabetes Using Artificial Metaplasticity

Author

Marcano-Cedeño, Alexis, Torres, Joaquín, 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, 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, Ferrández, José Manuel, editor, Álvarez Sánchez, José Ramón, editor, de la Paz, Félix, editor, and Toledo, F. Javier, editor

Published
2011
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38. Introduction

Author

Ferrández, José M., primary, Fernandez, Eduardo, additional, Andina, Diego, additional, and Murase, Kazuyuki, additional

Published
2022
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39. New Artificial Metaplasticity MLP Results on Standard Data Base

Author

Marcano-Cedeño, Alexis, Jevtić, Aleksandar, Álvarez-Vellisco, 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, 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, Sandoval, Francisco, editor, Prieto, Alberto, editor, and Corchado, Juan M., editor

Published
2009
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40. Breast Cancer Classification Applying Artificial Metaplasticity

Author

Marcano-Cedeño, Alexis, Buendía-Buendía, Fulgencio S., 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, 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, Mira, José, editor, Ferrández, José Manuel, editor, Álvarez, José R., editor, de la Paz, Félix, editor, and Toledo, F. Javier, editor

Published
2009
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42. Error Weighting in Artificial Neural Networks Learning Interpreted as a Metaplasticity Model

Author

Andina, Diego, Jevtić, Aleksandar, Marcano, Alexis, Barrón Adame, J. M., 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, Rangan, C. Pandu, editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Mira, José, editor, and Álvarez, José R., editor

Published
2007
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43. Improving GRNNs in CAD Systems

Author

Buendía, Fulgencio S. Buendía, Barrón-Adame, J. Miguel, Vega-Corona, Antonio, Andina, Diego, Puntonet, Carlos G., editor, and Prieto, Alberto, editor

Published
2004
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48. 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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50. Neyman-Pearson Neural Detectors

Author

Andina, Diego, Sanz-González, José L., Goos, Gerhard, editor, Hartmanis, Juris, editor, van Leeuwen, Jan, editor, Mira, José, editor, and Prieto, Alberto, editor

Published
2001
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