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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 I

  • Ignacio Rojas
  • Gonzalo Joya
  • Andreu Catala

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10305)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 10305)

Table of contents

  1. Front Matter
    Pages I-XXIX
  2. Bio-inspired Computing

    1. Front Matter
      Pages 1-1
    2. Fernando Rubio, Alberto de la Encina, Pablo Rabanal, Ismael Rodríguez
      Pages 3-15
    3. Julio Ortega, Dragi Kimovski, John Q. Gan, Andrés Ortiz, Miguel Damas
      Pages 16-27
    4. Julio Ortega, Andrés Ortiz, Pedro Martín-Smith, John Q. Gan, Jesús González-Peñalver
      Pages 28-39
    5. Subhradip Aon, Ashis Sau, Prasenjit Dey, Tandra Pal
      Pages 40-51
    6. José L. Subirats, Héctor Mesa, Francisco Ortega-Zamorano, Gustavo E. Juárez, José M. Jerez, Ignacio Turias et al.
      Pages 52-61
    7. Thiago Henrique Lemos Fonseca, Alexandre Cesar Muniz de Oliveira
      Pages 62-72
    8. Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, Francisco Javier Pulgar, Maria Jose del Jesus
      Pages 73-84
    9. Shara S. A. Alves, Madson L. D. Dias, Ajalmar R. da Rocha Neto, Ananda L. Freire
      Pages 85-97
  3. E-Health and Computational Biology

    1. Front Matter
      Pages 99-99
    2. Ángel Lareo, Caroline Garcia Forlim, Reynaldo D. Pinto, Pablo Varona, Francisco B. Rodríguez
      Pages 101-111
    3. Antone dos Santos Benedito, Fernando Luiz Pio dos Santos
      Pages 112-122
    4. Daniel Castillo, Juan Manuel Galvez, Luis Javier Herrera, Ignacio Rojas
      Pages 123-131
    5. Martí Manzano, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
      Pages 132-141
  4. Human Computer Interaction

    1. Front Matter
      Pages 143-143
    2. Juan García-Saravia, Lorenzo Salas-Morera, Laura García-Hernández, Adoración Antolí Cabrera
      Pages 145-156
    3. Alfredo Nazábal, Antonio Artés
      Pages 157-166
    4. Erich Schikuta, Abdelkader Magdy, Irfan Ul Haq, A. Baith Mohamed, Benedikt Pittl, Werner Mach
      Pages 167-178
  5. Image and Signal Processing

    1. Front Matter
      Pages 179-179
    2. Gonzalo Safont, Addisson Salazar, Alberto Rodríguez, Luis Vergara
      Pages 181-189
    3. Gonzalo Safont, Addisson Salazar, Ahmed Bouziane, Luis Vergara
      Pages 190-198
    4. Joseph Constantin, Andre Bigand, Ibtissam Constantin
      Pages 199-211
    5. Daniel Sanchez-Morillo, Osama Olaby, Miguel Angel Fernandez-Granero, Antonio Leon-Jimenez
      Pages 212-221
    6. Sergio Baamonde, Joaquim de Moura, Jorge Novo, Marcos Ortega
      Pages 222-235
    7. Miguel Angel Fernandez-Granero, Auxiliadora Sarmiento Vega, Anabel Isabel García, Daniel Sanchez-Morillo, Soledad Jiménez, Pedro Alemany et al.
      Pages 246-256
    8. David Mata-Moya, Maria-Pilar Jarabo-Amores, Manuel Rosa-Zurera, Javier Rosado-Sanz, Nerea del-Rey-Maestre
      Pages 257-268
    9. José Ramón Salinas, Francisco García-Lagos, Javier Díaz de Aguilar, Gonzalo Joya, Francisco Sandoval
      Pages 269-280
    10. Mario Rivas-Sánchez, Maria De La Paz Guerrero-Lebrero, Elisa Guerrero, Guillermo Bárcena-Gonzalez, Jaime Martel, Pedro L. Galindo
      Pages 281-290
    11. Sabra Hechmi, Abir Gallas, Ezzeddine Zagrouba
      Pages 291-301
  6. Mathematics for Neural Networks

    1. Front Matter
      Pages 303-303
    2. Marcin Pazera, Marcin Witczak, Marcin Mrugalski
      Pages 305-316
    3. Aaron Montero, Thiago Mosqueiro, Ramon Huerta, Francisco B. Rodriguez
      Pages 317-326
    4. Rama Murthy Garimella, Ganesh Yaparla, Rhishi Pratap Singh
      Pages 327-338
    5. Lorena Álvarez-Pérez, Anas Ahachad, Aníbal R. Figueiras-Vidal
      Pages 339-350
    6. Rama Murthy Garimella, Rayala Anil
      Pages 351-361
    7. Marcelo B. A. Veras, Diego P. P. Mesquita, João P. P. Gomes, Amauri H. Souza Junior, Guilherme A. Barreto
      Pages 386-395
    8. Vojtech Molek, Irina Perfilieva
      Pages 396-407
    9. Pedro Antonio Gutiérrez, María Pérez-Ortiz, Alberto Suárez
      Pages 408-419
    10. Lucas García, Pedro M. Talaván, Javier Yáñez
      Pages 420-431
    11. M. Eugenia Cornejo, David Lobo, Jesús Medina
      Pages 447-457
    12. Lucas Silva de Sousa, Ajalmar Rêgo da Rocha Neto
      Pages 458-468
  7. Self-organizing Networks

    1. Front Matter
      Pages 469-469
    2. Wen-bao Qiao, Jean-charles Créput
      Pages 471-482
    3. J. J. Merelo, Pedro A. Castillo, Mario García-Valdez
      Pages 483-496
    4. Mario González, David Dominguez, Ángel Sánchez, Francisco B. Rodríguez
      Pages 497-506

Other volumes

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

neural networks classification algorithms machine learning neural network support vector applications estimation classifier feature selection: artificial intelligence clustering computing platforms knowledge representation and reasoning cognitive robotics search methodologies computer vision

Editors and affiliations

  • Ignacio Rojas
    • 1
  • Gonzalo Joya
    • 2
  • Andreu Catala
    • 3
  1. 1.Universidad de Granada GranadaSpain
  2. 2.University of Malaga MalagaSpain
  3. 3.Polytechnic University of CataloniaVilanova i la GeltrúSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-59153-7
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-59152-0
  • Online ISBN 978-3-319-59153-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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