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Advances in Computational Intelligence

14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II

  • Ignacio Rojas
  • Gonzalo Joya
  • Andreu Catala

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10306)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 10306)

Table of contents

  1. Front Matter
    Pages I-XXIX
  2. Computational Intelligence Tools and Techniques for Biomedical Applications

    1. Front Matter
      Pages 1-1
    2. Francisco J. Veredas, Francisco R. Cantón, Juan C. Aledo
      Pages 3-14
    3. Auxiliadora Sarmiento, Miguel Ángel Fernández-Granero, Beatriz Galán, María Luz Montesinos, Irene Fondón
      Pages 15-25
    4. Michel Velázquez-Mariño, Miguel Atencia, Rodolfo García-Bermúdez, Francisco Sandoval, Daniel Pupo-Ricardo
      Pages 26-37
    5. Stefan Postavaru, Ruxandra Stoean, Catalin Stoean, Gonzalo Joya Caparros
      Pages 38-49
    6. D. Urda, J. Montes-Torres, F. Moreno, L. Franco, J. M. Jerez
      Pages 50-59
  3. Assistive Rehabilitation Technology

    1. Front Matter
      Pages 61-61
    2. Mario Lozano-Lozano, Jose A. Moral-Munoz, Noelia Galiano-Castillo, Lydia Martín-Martín, Carolina Fernández-Lao, Manuel Arroyo-Morales et al.
      Pages 63-70
    3. Carlos Bailon, Miguel Damas, Hector Pomares, Oresti Banos
      Pages 71-81
    4. Manuel Martin-Ortiz, Min-Gyu Kim, Emilia I. Barakova
      Pages 82-92
  4. Computational Intelligence Methods for Time Series

    1. Front Matter
      Pages 93-93
    2. Andriana S. L. O. Campanharo, Erwin Doescher, Fernando M. Ramos
      Pages 95-103
    3. Wael Alkhatib, Alaa Alhamoud, Doreen Böhnstedt, Ralf Steinmetz
      Pages 104-115
    4. Heider Sanchez, Benjamin Bustos
      Pages 116-128
    5. József Dombi, Tamás Jónás, Zsuzsanna Eszter Tóth
      Pages 129-141
    6. Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Iscar, Joaquín Ortega
      Pages 142-153
    7. Abel Rubio, Enriqueta Vercher, José D. Bermúdez
      Pages 154-164
    8. Antonio Galicia, José F. Torres, Francisco Martínez-Álvarez, Alicia Troncoso
      Pages 165-175
    9. Luis Fábregues, Argimiro Arratia, Lluís A. Belanche
      Pages 176-187
    10. Fernanda Carneiro Rola Servián, Julio Cesar de Oliveira
      Pages 188-197
    11. Julien Alerini, Marie Cottrell, Madalina Olteanu
      Pages 198-209
    12. German Gutierrez, M. Paz Sesmero, Araceli Sanchis
      Pages 210-221
  5. Machine Learning Applied to Vision and Robotics

    1. Front Matter
      Pages 223-223
    2. Miguel A. Molina-Cabello, Rafael Marcos Luque-Baena, Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Enrique Domínguez, José Muñoz Pérez
      Pages 225-234
    3. Alex Dominguez-Sanchez, Sergio Orts-Escolano, Miguel Cazorla
      Pages 235-245
    4. Rafał Zdunek, Tomasz Sadowski
      Pages 246-256
    5. Francisco Manuel Castro, Manuel J. Marín-Jiménez, Nicolás Guil, Nicolás Pérez de la Blanca
      Pages 257-270
    6. Ricardo Tapiador-Morales, Antonio Rios-Navarro, Alejandro Linares-Barranco, Minkyu Kim, Deepak Kadetotad, Jae-sun Seo
      Pages 271-282
    7. Mauricio Zamora, Eldon Caldwell, Jose Garcia-Rodriguez, Jorge Azorin-Lopez, Miguel Cazorla
      Pages 283-293
    8. Luis Felipe Borja-Borja, Marcelo Saval-Calvo, Jorge Azorin-Lopez
      Pages 294-305
    9. Esteban José Palomo, Jesús Benito-Picazo, Ezequiel López-Rubio, Enrique Domínguez
      Pages 306-316
    10. Victor Villena-Martinez, Andres Fuster-Guillo, Marcelo Saval-Calvo, Jorge Azorin-Lopez
      Pages 317-329
  6. Human Activity Recognition for Health and Well-being Applications

    1. Front Matter
      Pages 331-331
    2. Daniel Rodríguez-Martín, Albert Samà, Carlos Pérez-López, Andreu Català
      Pages 333-343
    3. Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez-Martín, Carlos Pérez-López, Sheila Alcaine et al.
      Pages 344-355
    4. Kadian Davis, Evans Owusu, Geert van den Boomen, Henk Apeldoorn, Lucio Marcenaro, Carlo Regazzoni et al.
      Pages 356-367
  7. Software Testing and Intelligent Systems

    1. Front Matter
      Pages 369-369
    2. Pablo C. Cañizares, Mercedes G. Merayo, Alberto Núñez
      Pages 371-380
    3. Pedro Delgado-Pérez, Inmaculada Medina-Bulo, Mercedes G. Merayo
      Pages 381-391
    4. Juan Boubeta-Puig, Azahara Camacho, Luis Llana, Manuel Núñez
      Pages 403-414
    5. Gregorio Díaz, Hermenegilda Macià, Valentín Valero, Fernando Cuartero
      Pages 415-426
    6. Fernando López Pelayo, Fernando Cuartero Gomez, Diego Cazorla, Pedro Valero-Lara, Mercedes Garcia Merayo
      Pages 427-437
  8. Real World applications of BCI Systems

    1. Front Matter
      Pages 439-439
    2. Felix Gembler, Piotr Stawicki, Ivan Volosyak
      Pages 441-452
    3. Víctor Martínez-Cagigal, Roberto Hornero
      Pages 453-463
    4. Liliana García, Ricardo Ron-Angevin, Bertrand Loubière, Loїc Renault, Gwendal Le Masson, Véronique Lespinet-Najib et al.
      Pages 464-473
    5. Abdul Saboor, Aya Rezeika, Piotr Stawicki, Felix Gembler, Mihaly Benda, Thomas Grunenberg et al.
      Pages 474-485
    6. Vinicio Changoluisa, Pablo Varona, Francisco B. Rodriguez
      Pages 486-497

Other volumes

  1. 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part I
  2. Advances in Computational Intelligence
    14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II

About these proceedings

Introduction

This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, held in Cadiz, Spain, in June 2017.

The 126 revised full papers presented in this double volume were carefully reviewed and selected from 199 submissions. The papers are organized in topical sections on Bio-inspired Computing; E-Health and Computational Biology; Human Computer Interaction; Image and Signal Processing; Mathematics for Neural Networks; Self-organizing Networks; Spiking Neurons; Artificial Neural Networks in Industry ANNI'17; Computational Intelligence Tools and Techniques for Biomedical Applications; Assistive Rehabilitation Technology; Computational Intelligence Methods for Time Series; Machine Learning Applied to Vision and Robotics; Human Activity Recognition for Health and Well-Being Applications; Software Testing and Intelligent Systems; Real World Applications of BCI Systems; Machine Learning in Imbalanced Domains; Surveillance and Rescue Systems and Algorithms for Unmanned Aerial Vehicles; End-User Development for Social Robotics; Artificial Intelligence and Games; and Supervised, Non-Supervised, Reinforcement and Statistical Algorithms.

Keywords

artificial intelligence clustering computing platforms knowledge representation and reasoning cognitive robotics search methodologies computer vision machine learning neural networks classification algorithms sensor applications deep learning robots

Editors and affiliations

  • Ignacio Rojas
    • 1
  • Gonzalo Joya
    • 2
  • Andreu Catala
    • 3
  1. 1.Universidad de GranadaGranadaSpain
  2. 2.University of MalagaMalagaSpain
  3. 3.Polytechnic University of CataloniaVilanova i la GeltrúSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-59147-6
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-59146-9
  • Online ISBN 978-3-319-59147-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site