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Advances in Computational Intelligence

15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II

  • Ignacio Rojas
  • Gonzalo Joya
  • Andreu Catala
Conference proceedings IWANN 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11507)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 11507)

Table of contents

  1. Front Matter
    Pages i-xxx
  2. Deep Learning Beyond Convolution

    1. Front Matter
      Pages 1-1
    2. Christian Oliva, Luis F. Lago-Fernández
      Pages 14-25
    3. Catalin Stoean, Ruxandra Stoean, Roberto Antonio Becerra-García, Rodolfo García-Bermúdez, Miguel Atencia, Francisco García-Lagos et al.
      Pages 26-37
    4. Vojtech Molek, Irina Perfilieva
      Pages 38-48
    5. Andrea Zanetti, Alberto Testolin, Marco Zorzi, Pawel Wawrzynski
      Pages 49-60
    6. Abdelgader Abdelwhab Abdelgader, Serestina Viriri
      Pages 61-72
    7. Miguel Atencia, Catalin Stoean, Ruxandra Stoean, Roberto Rodríguez-Labrada, Gonzalo Joya
      Pages 73-83
  3. Artificial Neural Network for Biomedical Image Processing

  4. Machine Learning in Vision and Robotics

    1. Front Matter
      Pages 123-123
    2. Oscar Orti, Ruben Tous, Mauro Gomez, Jonatan Poveda, Leonel Cruz, Otto Wust
      Pages 125-136
    3. Yaparla Ganesh, Allaparthi Sri Teja, Sai Krishna Munnangi, Garimella Rama Murthy
      Pages 137-150
    4. Ramón Moreno, Eider Gorostegui-Colinas, Pablo López de Uralde, Ander Muniategui
      Pages 151-162
    5. Miguel A. Molina-Cabello, Cristian Accino, Ezequiel López-Rubio, Karl Thurnhofer-Hemsi
      Pages 163-173
    6. Ander Muniategui, Jon Ander del Barrio, Xabier Angulo Vinuesa, Manuel Masenlle, Aitor García de la Yedra, Ramón Moreno
      Pages 174-185
    7. Adam Pinto, Guilherme Nardari, Marco Mijam, Edgard Morya, Roseli Romero
      Pages 186-197
    8. Nadia Nasri, Francisco Gomez-Donoso, Sergio Orts-Escolano, Miguel Cazorla
      Pages 198-207
    9. Gregor Podrekar, Domen Kitak, Andraž Mehle, Domen Rački, Rok Dreu, Dejan Tomaževič
      Pages 208-219
    10. Marco Vannocci, Antonio Ritacco, Angelo Castellano, Filippo Galli, Marco Vannucci, Vincenzo Iannino et al.
      Pages 220-234
    11. Rafał Zdunek, Krzysztof Fonał, Tomasz Sadowski
      Pages 235-245
    12. Cristiano Russo, Kurosh Madani, Antonio Maria Rinaldi
      Pages 246-257
    13. Mario Miličević, Krunoslav Žubrinić, Ivan Grbavac, Ana Kešelj
      Pages 258-269
    14. Karl Thurnhofer-Hemsi, Enrique Domínguez
      Pages 270-279
    15. Lucas Y. W. Hui, Alexander Binder
      Pages 280-291
    16. Cristian Ortega-León, Pedro A. Marín-Reyes, Javier Lorenzo-Navarro, Modesto Castrillón-Santana, Elena Sánchez-Nielsen
      Pages 292-301
    17. Alexander Goncharenko, Andrey Denisov, Sergey Alyamkin, Evgeny Terentev
      Pages 302-312
    18. D. Chaves, J. R. Ruiz-Sarmiento, N. Petkov, J. Gonzalez-Jimenez
      Pages 313-324
    19. Salma Kasraoui, Zied Lachiri, Kurosh Madani
      Pages 325-336
  5. System Identification, Process Control, and Manufacturing

    1. Front Matter
      Pages 337-337
    2. Israel D. Herrera-Granda, Joselyn A. Chicaiza-Ipiales, Erick P. Herrera-Granda, Leandro L. Lorente-Leyva, Jorge A. Caraguay-Procel, Iván D. García-Santillán et al.
      Pages 362-373
  6. Image and Signal Processing

    1. Front Matter
      Pages 375-375
    2. Hassan El-khatib, Dan Popescu, Loretta Ichim
      Pages 377-389
    3. Alessandro Druetto, Marco Roberti, Rossella Cancelliere, Davide Cavagnino, Mario Gai
      Pages 390-401
    4. Petr Dolezel, Dominik Stursa, Pavel Skrabanek
      Pages 402-413
    5. Gonzalo Safont, Addisson Salazar, Luis Vergara
      Pages 426-437
    6. Dmytro Zhelezniakov, Viktor Zaytsev, Olga Radyvonenko
      Pages 438-449
    7. Addisson Salazar, Gonzalo Safont, Luis Vergara
      Pages 450-459
  7. Soft Computing

    1. Front Matter
      Pages 461-461
    2. Jesús González, Julio Ortega, Miguel Damas, Pedro Martín-Smith
      Pages 463-474
    3. Ginés Moreno, José Antonio Riaza
      Pages 475-487
    4. Carlos Dávila, Mario González, Jorge-Luis Pérez-Medina, David Dominguez, Ángel Sánchez, Francisco B. Rodriguez
      Pages 488-499
    5. Pedro Hericson Machado Araújo, Ajalmar R. Rocha Neto
      Pages 500-511
  8. Mathematics for Neural Networks

    1. Front Matter
      Pages 513-513

Other volumes

  1. 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I
  2. Advances in Computational Intelligence
    15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II

About these proceedings

Introduction

This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019.
The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on machine learning in weather observation and forecasting; computational intelligence methods for time series; human activity recognition; new and future tendencies in brain-computer interface systems; random-weights neural networks; pattern recognition; deep learning and natural language processing; software testing and intelligent systems; data-driven intelligent transportation systems; deep learning models in healthcare and biomedicine; deep learning beyond convolution; artificial neural network for biomedical image processing; machine learning in vision and robotics; system identification, process control, and manufacturing; image and signal processing; soft computing; mathematics for neural networks; internet modeling, communication and networking; expert systems; evolutionary and genetic algorithms; advances in computational intelligence; computational biology and bioinformatics.

Keywords

clustering computing platforms knowledge representation and reasoning cognitive robotics search methodologies distributed artificial intelligence computer vision machine learning deep learning brain computer interface computational linguistics computer networks genetic algorithms image processing image segmentation learning algorithms neural networks Support Vector Machines (SVM) wireless telecommunication systems

Editors and affiliations

  1. 1.University of GranadaGranadaSpain
  2. 2.University of MalagaMalagaSpain
  3. 3.Polytechnic University of CataloniaBarcelonaSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-20518-8
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-20517-1
  • Online ISBN 978-3-030-20518-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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