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Natural and Artificial Computation for Biomedicine and Neuroscience

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

  • 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 10337)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 10337)

Table of contents

  1. Front Matter
    Pages I-XXII
  2. Theoretical Neural Computation

    1. Front Matter
      Pages 1-1
    2. Ángel de la Encarnación García Baños
      Pages 3-9
    3. Richard J. Duro, Jose A. Becerra, Juan Monroy, Luis Calvo
      Pages 22-31
    4. Rodrigo Salgado, Abraham Prieto, Francisco Bellas, Richard J. Duro
      Pages 32-42
  3. Models

    1. Front Matter
      Pages 43-43
    2. Sebastian Narvaez, Angel Garcia, Raul Ernesto Gutierrez
      Pages 45-52
    3. Felipe Fernandez, Angel Sanchez, Jose F. Velez, Belen Moreno
      Pages 53-62
    4. Pablo Martínez-Cañada, Christian Morillas, Francisco Pelayo
      Pages 63-74
    5. Michela Ponticorvo, Onofrio Gigliotta, Orazio Miglino
      Pages 75-84
    6. Adrián Arias, Eduardo Sánchez, Luis Martínez
      Pages 85-94
    7. Rubén Crespo-Cano, Antonio Martínez-Álvarez, Sergio Cuenca-Asensi, Eduardo Fernández
      Pages 95-104
  4. Natural Computing in Bioinformatics

    1. Front Matter
      Pages 105-105
    2. Jaime Vásquez F., Ricardo Contreras A., M. Angélica Pinninghoff J.
      Pages 107-114
    3. Jorge García-Álvarez, Miguel A. González, Camino R. Vela, Ramiro Varela
      Pages 115-124
    4. Juan José Palacios, Camino R. Vela, Inés González-Rodríguez, Jorge Puente
      Pages 135-145
    5. Lai-Yee Liu, Vitor Basto-Fernandes, Iryna Yevseyeva, Joost Kok, Michael Emmerich
      Pages 146-159
    6. Carlos Mencía, María R. Sierra, Raúl Mencía, Ramiro Varela
      Pages 160-169
  5. Physiological Computing in Affective Smart Environments

    1. Front Matter
      Pages 181-181
    2. Miguel A. Teruel, Elena Navarro, Dulce Romero, Mario García, Antonio Fernández-Caballero, Pascual González
      Pages 183-192
    3. Beatriz García-Martínez, Arturo Martínez-Rodrigo, Antonio Fernández-Caballero, Pascual González, Raúl Alcaraz
      Pages 193-202
    4. Beatriz García-Martínez, Arturo Martínez-Rodrigo, Antonio Fernández-Caballero, José Moncho-Bogani, José Manuel Pastor, Raúl Alcaraz
      Pages 203-212
    5. Raúl Alcaraz, Beatriz García-Martínez, Roberto Zangróniz, Arturo Martínez-Rodrigo
      Pages 213-222
    6. Marina V. Sokolova, Francisco J. Gómez, Jose Manuel Ortiz Egea, Miguel Ángel Fernández, Adoración Pérez Andrés
      Pages 223-232
  6. Emotions

    1. Front Matter
      Pages 243-243
    2. M. D. Grima Murcia, Jennifer Sorinas, M. A. Lopez-Gordo, Jose Manuel Ferrández, Eduardo Fernández
      Pages 245-253
    3. Roman Gorbunov, Emilia I. Barakova, Matthias Rauterberg
      Pages 254-264
    4. Jennifer Sorinas, M. D. Grima Murcia, Jesus Minguillon, Francisco Sánchez-Ferrer, Mikel Val-Calvo, Jose Manuel Ferrández et al.
      Pages 265-273
    5. M. Val-Calvo, M. D. Grima-Murcia, J. Sorinas, J. R. Álvarez-Sánchez, F. de la Paz Lopez, J. M. Ferrández-Vicente et al.
      Pages 274-285
  7. Signal Processing and Machine Learning Applied to Biomedical and Neuroscience Applications

    1. Front Matter
      Pages 287-287
    2. Diego Castillo-Barnes, Carlos Arenas, Fermín Segovia, Francisco J. Martínez-Murcia, Ignacio A. Illán, Juan M. Górriz et al.
      Pages 298-304
    3. J. M. Górriz, J. Ramírez, F. J. Martinez-Murcia, I. A. Illán, F. Segovia, D. Salas-González et al.
      Pages 305-313
    4. A. Ortiz, F. Lozano, A. Peinado, M. J. Garía-Tarifa, J. M. Górriz, J. Ramírez et al.
      Pages 314-323
    5. Francisco Jesús Martinez-Murcia, Andres Ortiz, Juan Manuel Górriz, Javier Ramírez, Fermin Segovia, Diego Salas-Gonzalez et al.
      Pages 324-333
    6. L. Duque-Muñoz, J. D. Martinez-Vargas, G. Castellanos-Dominguez, J. F. Vargas-Bonilla, J. D. López
      Pages 334-344
    7. Fermín Segovia, Juan M. Górriz, Javier Ramírez, Francisco J. Martínez-Murcia, Diego Castillo-Barnes, Ignacio A. Illán et al.
      Pages 345-352
    8. C. Torres-Valencia, A. Alvarez-Meza, A. Orozco-Gutierrez
      Pages 353-362
    9. D. Collazos-Huertas, A. Tobar-Rodriguez, D. Cárdenas-Peña, G. Castellanos-Dominguez
      Pages 363-373
    10. E. Cuartas-Morales, Y. R. Céspedes-Villar, J. D. Martínez-Vargas, L. F. Arteaga-Daza, C. Castellanos-Dominguez
      Pages 374-383
    11. E. Cuartas-Morales, Angel Torrado-Carvajal, Juan Antonio Hernandez-Tamames, Norberto Malpica, G. Castellanos-Dominguez
      Pages 384-393
    12. A. López-Zorrilla, M. de Velasco-Vázquez, O. Serradilla-Casado, L. Roa-Barco, M. Graña, D. Chyzhyk et al.
      Pages 394-403
    13. L. F. Perez-Atencio, Nicolas Garcia-Aracil, Eduardo Fernandez, Luis C. Barrio, Juan A. Barios
      Pages 404-415
    14. F. M. Grisales-Franco, J. M. Medina-Salcedo, D. M. Ovalle-Martínez, J. D. Martínez-Vargas, D. G. García-Murillo, G. Castellanos-Dominguez
      Pages 416-425
    15. Juan David Martinez-Vargas, Jose David Lopez, Felipe Rendón-Castrillón, Gregor Strobbe, Pieter van Mierlo, German Castellanos-Dominguez et al.
      Pages 426-434
    16. L. F. Velasquez-Martinez, A. Alvarez-Meza, G. Castellanos-Dominguez
      Pages 435-443

Other volumes

  1. Natural and Artificial Computation for Biomedicine and Neuroscience
    International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Corunna, Spain, June 19-23, 2017, Proceedings, Part I
  2. 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

Theoretical neural computation models natural computing in bioinformatics emotions physiological computing in affective smart environments Mobile brain computer interaction human robot interaction deep learning big data classification estimation eeg classifier architecture algorithms reconstruction cognitive architecture

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/10.1007/978-3-319-59740-9
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-59739-3
  • Online ISBN 978-3-319-59740-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site