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Biomedical Applications Based on Natural and Artificial Computing

International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Corunna, Spain, June 19-23, 2017, Proceedings, Part II

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

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10338)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 10338)

Table of contents

  1. Front Matter
    Pages I-XXI
  2. Biomedical Applications

    1. Front Matter
      Pages 1-1
    2. Joaquim de Moura, Jorge Novo, José Rouco, M. G. Penedo, Marcos Ortega
      Pages 3-10
    3. Arkaitz Artetxe, Manuel Graña, Andoni Beristain, Sebastián Ríos
      Pages 11-20
    4. P. Gómez-Vilda, J. M. Ferrández-Vicente, D. Palacios-Alonso, A. Gómez-Rodellar, V. Rodellar-Biarge, J. Mekyska et al.
      Pages 21-31
    5. Oier Echaniz, Manuel Graña
      Pages 42-48
    6. Susana Arias Tapia, Rafael Martínez Tomás, Margarita Narváez Ríos, Hector F. Gómez, Cristina Páez Quinde, Verónica E. Chicaiza R. et al.
      Pages 49-58
  3. Mobile Brain Computer Interaction

    1. Front Matter
      Pages 59-59
    2. I. N. Angulo-Sherman, M. Rodríguez-Ugarte, E. Iáñez, J. M. Azorín
      Pages 61-67
    3. Jesus Minguillon, Miguel Angel Lopez-Gordo, Christian Morillas, Francisco Pelayo
      Pages 68-76
    4. Jorge Ivan Padilla-Buriticá, J. D. Martínez-Vargas, A. Suárez-Ruiz, J. M. Ferrandez, G. Castellanos-Dominguez
      Pages 77-86
    5. Miguel Angel Lopez-Gordo, Jesus Minguillon, Juan Francisco Valenzuela-Valdes, Pablo Padilla, Jose Luis Padilla, Francisco Pelayo
      Pages 87-95
    6. Juan A. Barios, Santiago Ezquerro, Arturo Bertomeu-Motos, Eduardo Fernandez, Marius Nann, Surjo R. Soekadar et al.
      Pages 96-108
    7. Raúl Chapero, Eduardo Iáñez, Marisol Rodríguez-Ugarte, Mario Ortiz, José M. Azorín
      Pages 109-114
  4. Human Robot Interaction

    1. Front Matter
      Pages 115-115
    2. Julian Estevez, Manuel Graña
      Pages 117-126
    3. Leire Ozaeta, Manuel Graña
      Pages 137-146
    4. César Quinayás, Andrés Ruiz, Leonardo Torres, Carlos Gaviria
      Pages 157-166
    5. Mario Almagro-Cádiz, Víctor Fresno, Félix de la Paz López
      Pages 167-179
  5. Deep Learning

    1. Front Matter
      Pages 181-181
    2. Javier Perez, Aleks C. Attanasio, Nataliya Nechyporenko, Pedro J. Sanz
      Pages 183-192
    3. Victoria Ruiz, Maria T. Gonzalez de Lena, Jorge Sueiras, Angel Sanchez, Jose F. Velez
      Pages 193-202
    4. J. F. Torres, A. M. Fernández, A. Troncoso, F. Martínez-Álvarez
      Pages 203-212
    5. Francisco J. Rodríguez Lera, Francisco Martín Rico, Vicente Matellán
      Pages 213-222
    6. Esteban Pardo, Norberto Malpica
      Pages 232-239
    7. Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
      Pages 240-246
  6. Machine Learning Applied to Big Data Analysis

    1. Front Matter
      Pages 247-247
    2. Jaime Salvador, Zoila Ruiz, Jose Garcia-Rodriguez
      Pages 249-258
    3. Zoila Ruiz, Jaime Salvador, Jose Garcia-Rodriguez
      Pages 259-267
    4. Miguel A. Molina-Cabello, Rafael Marcos Luque-Baena, Ezequiel López-Rubio, Karl Thurnhofer-Hemsi
      Pages 268-278
    5. Jesús Benito-Picazo, Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Enrique Domínguez, Esteban J. Palomo
      Pages 279-288
    6. P. D. Rosero-Montalvo, D. F. Peña-Unigarro, D. H. Peluffo, J. A. Castro-Silva, A. Umaquinga, E. A. Rosero-Rosero
      Pages 289-298
    7. Héctor E. Delgado, Luis M. Sarro
      Pages 299-311
  7. Computational Intelligence in Data Coding and Transmission

    1. Front Matter
      Pages 313-313
    2. Josmary Labrador, Paula M. Castro, Adriana Dapena, Francisco J. Vazquez-Araujo
      Pages 315-324
    3. Blanca Priego, Richard J. Duro, Jocelyn Chanussot
      Pages 333-342
  8. Applications

    1. Front Matter
      Pages 343-343
    2. R. Iglesias, C. V. Regueiro, S. Barro, G. Rodriguez, A. Nieto
      Pages 345-354
    3. J. David Nuñez-Gonzalez, Manuel Graña
      Pages 355-363
    4. José L. Sánchez, Raúl Viana, María T. López, Antonio Fernández-Caballero
      Pages 364-373
    5. J. Fombellida, M. J. Alarcon, S. Torres-Alegre, D. Andina
      Pages 374-383
    6. Jose Manuel Lopez-Guede, Asier Garmendia, Manuel Graña, Sebastian Rios, Julian Estevez
      Pages 384-393
    7. Bakhtiyor Bahritidinov, Eduardo Sánchez
      Pages 394-403
    8. M. Angélica Pinninghoff J., Angel Castillo C., Pedro Salcedo L., Ricardo Contreras A.
      Pages 404-412

Other volumes

  1. International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Corunna, Spain, June 19-23, 2017, Proceedings, Part I
  2. Biomedical Applications Based on Natural and Artificial Computing
    International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Corunna, Spain, June 19-23, 2017, Proceedings, Part II

About these proceedings

Introduction

The two volumes LNCS 10337 and 10338 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, held in Corunna, Spain, in June 2017.

The total of 102 full papers was carefully reviewed and selected from 194 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on natural and artificial computation for biomedicine and neuroscience, addressing topics such as theoretical neural computation; models; natural computing in bioinformatics; physiological computing in affective smart environments; emotions; as well as signal processing and machine learning applied to biomedical and neuroscience applications.

The second volume deals with biomedical applications, based on natural and artificial computing and addresses topics such as biomedical applications; mobile brain computer interaction; human robot interaction; deep learning; machine learning applied to big data analysis; computational intelligence in data coding and transmission; and applications.

Keywords

classification algorithms deep learning: applications estimation architecture machine learning neural network big data classifiers brain-computer interface clustering image processing artificial neural networks social networks

Editors and affiliations

  • José Manuel Ferrández Vicente
    • 1
  • José Ramón Álvarez-Sánchez
    • 2
  • Félix de la Paz López
    • 3
  • Javier Toledo Moreo
    • 4
  • Hojjat Adeli
    • 5
  1. 1.Departamento de Electrónica, Tecnología de Computadoras y ProyectosUniversidad Politécnica de CartagenaCartagenaSpain
  2. 2.Departamento de Inteligencia ArticialUniversidad Nacional de Educación a DistanciaMadridSpain
  3. 3.Departamento de Inteligencia ArticialUniversidad Nacional de Educación a DistanciaMadridSpain
  4. 4.Departamento de Electrónica, Tecnología de Computadoras y ProyectosUniversidad Politécnica de CartagenaCartagenaSpain
  5. 5.The Ohio State UniversityColumbusUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-59773-7
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-59772-0
  • Online ISBN 978-3-319-59773-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site