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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

  • José Manuel Ferrández Vicente
  • José Ramón Álvarez-Sánchez
  • Félix de la Paz López
  • Javier Toledo Moreo
  • Hojjat Adeli
Conference proceedings IWINAC 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11487)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 11487)

Table of contents

  1. Front Matter
    Pages i-xxiii
  2. Models

    1. Front Matter
      Pages 1-1
    2. Guido Sciavicco, Ionel Eduard Stan, Alessandro Vaccari
      Pages 3-12
    3. Javier Mediavilla-Relaño, Aitor Gutiérrez-López, Marcelino Lázaro, Aníbal R. Figueiras-Vidal
      Pages 13-22
    4. Felipe Fernández, Ángel Sánchez, José F. Vélez, A. Belén Moreno
      Pages 23-32
    5. David Díaz-Vico, Jesús Prada, Adil Omari, José R. Dorronsoro
      Pages 33-43
    6. Ameed Almomani, Eduardo Sánchez
      Pages 58-65
  3. Robotics

    1. Front Matter
      Pages 67-67
    2. Samantha Orlando, Félix de la Paz López, Elena Gaudioso
      Pages 69-76
    3. Majd Kassawat, Enric Cervera, Angel P. del Pobil
      Pages 77-81
    4. David Obregón, Raúl Arnau, María Campo-Cossio, Juan G. Arroyo-Parras, Michael Pattinson, Smita Tiwari et al.
      Pages 82-96
  4. Applications

    1. Front Matter
      Pages 97-97
    2. Luis Roda-Sanchez, Teresa Olivares, Celia Garrido-Hidalgo, Antonio Fernández-Caballero
      Pages 99-108
    3. Pedro Salcedo L., M. Angélica Pinninghoff J., Ricardo Contreras A.
      Pages 109-116
    4. Julián Estévez, Jose Manuel Loṕez-Guede
      Pages 117-126
    5. Jesus Fernandez-Conde, Pedro Cuenca-Jimenez, Rafael Toledo-Moreo
      Pages 127-136
    6. Belén Vega-Márquez, Andrea Carminati, Natividad Jurado-Campos, Andrés Martín-Gómez, Lourdes Arce-Jiménez, Cristina Rubio-Escudero et al.
      Pages 137-145
    7. Jonatan Gines Clavero, Francisco J. Rodriguez, Francisco Martín Rico, Angel Manuel Guerrero, Vicente Matellán
      Pages 157-166
    8. Miquel Sànchez-Marrè, Karina Gibert, Beatriz Sevilla-Villaneva
      Pages 167-179
    9. Fernando E. Casado, Adrián Nieto, Roberto Iglesias, Carlos V. Regueiro, Senén Barro
      Pages 180-190
  5. Bioinspired Systems

    1. Front Matter
      Pages 191-191
    2. Daniel Varela, José Santos
      Pages 193-203
    3. M. Angélica Pinninghoff J., José Orellana M., Ricardo Contreras A.
      Pages 204-211
    4. Paul D. Rosero-Montalvo, Vivian F. López-Batista, Diego H. Peluffo-Ordóñez, Vanessa C. Erazo-Chamorro, Ricardo P. Arciniega-Rocha
      Pages 234-243
    5. Óscar Carrasco, Broderick Crawford, Ricardo Soto, José Lemus-Romani, Gino Astorga, Agustín Salas-Fernández
      Pages 244-253
    6. Raúl Mencía, Carlos Mencía, Ramiro Varela
      Pages 254-263
    7. Santiago Torres-Alegre, Yasmine Benchaib, José Manuel Ferrández Vicente, Diego Andina
      Pages 264-273
  6. Machine Learning for Big Data and Visualization

    1. Front Matter
      Pages 275-275
    2. Safa Hamreras, Rafaela Benítez-Rochel, Bachir Boucheham, Miguel A. Molina-Cabello, Ezequiel López-Rubio
      Pages 277-286
    3. Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Núria Roé-Vellvé, Miguel A. Molina-Cabello
      Pages 287-296
    4. Zoila Ruiz-Chavez, Jaime Salvador-Meneses, Cristina Mejí­a-Astudillo, Soledad Diaz-Quilachamin
      Pages 297-306
    5. Jorge García-González, Juan M. Ortiz-de-Lazcano-Lobato, Rafael M. Luque-Baena, Ezequiel López-Rubio
      Pages 307-316
    6. Jesus Benito-Picazo, Enrique Domínguez, Esteban J. Palomo, Ezequiel López-Rubio
      Pages 317-326
  7. Biomedical Applications

    1. Front Matter
      Pages 327-327
    2. Gerardo Gálvez-García, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Guillermo de Arcas-Castro, Pedro Gómez-Vilda
      Pages 329-339
    3. Andrés Gómez-Rodellar, Daniel Palacios-Alonso, José Manuel Ferrández Vicente, J. Mekyska, Agustín Álvarez Marquina, Pedro Gómez-Vilda
      Pages 340-351
    4. Carolina Fernández Biscay, Pedro David Arini, Anderson Iván Rincón Soler, María Paula Bonomini
      Pages 352-360
    5. Rafael Verdú-Monedero, Juan Morales-Sánchez, Rafael Berenguer-Vidal, Inmaculada Sellés-Navarro, Ana Palazón-Cabanes
      Pages 361-370
    6. Santiago Ezquerro, Juan A. Barios, Arturo Bertomeu-Motos, Jorge Diez, Jose M. Sanchez-Aparicio, Luis Donis-Barber et al.
      Pages 371-379
    7. Cristina Vicente-Chicote, Daniel García-Pérez, Pablo García-Ojeda, Juan F. Inglés-Romero, Adrián Romero-Garcés, Jesús Martínez
      Pages 380-388
    8. María-Elena Fernández-García, Jorge Larrey-Ruiz, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez
      Pages 389-398
  8. Deep Learning

    1. Front Matter
      Pages 399-399
    2. Francisco Martin-Rico, Francisco Gomez-Donoso, Felix Escalona, Miguel Cazorla, Jose Garcia-Rodriguez
      Pages 401-411
    3. David Charte, Francisco Charte, María J. del Jesus, Francisco Herrera
      Pages 412-421
    4. Victoria Ruiz, Ángel Sánchez, José F. Vélez, Bogdan Raducanu
      Pages 422-431

Other volumes

  1. 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3–7, 2019, Proceedings, Part I
  2. 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

About these proceedings

Introduction

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.

Keywords

artificial intelligence artificial neural network cognitive systems computer networks Human-Computer Interaction (HCI) image processing image segmentation man machine systems mobile computing mobile devices neural networks object recognition probability robotics robots semantics sensors Support Vector Machines (SVM) user interfaces wireless sensor 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.Universidad Politécnica de CartagenaCartagenaSpain
  2. 2.Universidad Nacional de Educación a DistanciaMadridSpain
  3. 3.Universidad Nacional de Educación a DistanciaMadridSpain
  4. 4.Universidad Politécnica de CartagenaCartagenaSpain
  5. 5.The Ohio State UniversityColumbusUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-19651-6
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-19650-9
  • Online ISBN 978-3-030-19651-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site