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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 I

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

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11506)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 11506)

Table of contents

  1. Front Matter
    Pages i-xxx
  2. Machine Learning in Weather Observation and Forecasting

  3. Computational Intelligence Methods for Time Series

    1. Front Matter
      Pages 63-63
    2. Aleksandra Osowska, Stanislaw Osowski
      Pages 65-73
    3. K. Ravikumar, Kriti Kumar, Naveen Thokala, M. Girish Chandra
      Pages 74-87
    4. Sander van Cranenburgh, Marco Kouwenhoven
      Pages 88-102
    5. Aruane Mello Pineda, Fernando M. Ramos, Luiz Eduardo Betting, Andriana S. L. O. Campanharo
      Pages 115-126
    6. Nithish B. Moudhgalya, Siddharth Divi, V. Adithya Ganesan, S. Sharan Sundar, Vineeth Vijayaraghavan
      Pages 139-151
    7. Gustavo H. Tomanik, Luiz E. Betting, Andriana S. L. O. Campanharo
      Pages 152-161
    8. Marie Cottrell, Cynthia Faure, Jérôme Lacaille, Madalina Olteanu
      Pages 162-173
    9. Naveen Kumar Thokala, S. Spoorthy, M. Girish Chandra
      Pages 174-185
    10. Naveen Kumar Thokala, Kriti Kumar, M. Girish Chandra, Karumanchi Ravikumar
      Pages 186-197
    11. Francisco Martínez, Francisco Charte, Antonio J. Rivera, María P. Frías
      Pages 198-209
    12. Serhii Polotskyi, Ivan Deriuga, Tetiana Ignatova, Volodymyr Melnyk, Hennadii Azarov
      Pages 210-221
    13. Francisco Carrillo-Perez, Luis Javier Herrera, Juan Miguel Carceller, Alberto Guillén
      Pages 222-232
    14. Renan Bessa, Guilherme A. Barreto
      Pages 247-258
    15. J. F. Torres, D. Gutiérrez-Avilés, A. Troncoso, F. Martínez-Álvarez
      Pages 259-269
    16. Daniel Trujillo Viedma, Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, María José del Jesus Díaz
      Pages 270-280
  4. Human Activity Recognition

    1. Front Matter
      Pages 281-281
    2. Muhammad Faique Shakeel, Nabit A. Bajwa, Ahmad Muhammad Anwaar, Anabia Sohail, Asifullah Khan, Haroon-ur-Rashid
      Pages 283-296
    3. Juan Rafael Caro-Romero, Joaquin Ballesteros, Francisco Garcia-Lagos, Cristina Urdiales, Francisco Sandoval
      Pages 310-321
    4. Rainhard Dieter Findling, Le Ngu Nguyen, Stephan Sigg
      Pages 322-334
    5. Kacper Skawinski, Ferran Montraveta Roca, Rainhard Dieter Findling, Stephan Sigg
      Pages 347-359
    6. Oresti Banos, Juan-Manuel Galvez, Miguel Damas, Alberto Guillen, Luis-Javier Herrera, Hector Pomares et al.
      Pages 360-367
  5. New and Future Tendencies in Brain-Computer Interface Systems

    1. Front Matter
      Pages 369-369
    2. Álvaro Fernández-Rodríguez, María Teresa Medina-Juliá, Francisco Velasco-Álvarez, Ricardo Ron-Angevin
      Pages 371-381
    3. Mihaly Benda, Felix Gembler, Piotr Stawicki, Sadok Ben-Salem, Zahidul Islam, Arne Vogelsang et al.
      Pages 382-393
    4. Felix Gembler, Piotr Stawicki, Aya Rezeika, Ivan Volosyak
      Pages 394-405
    5. Piotr Stawicki, Felix Gembler, Roland Grichnik, Ivan Volosyak
      Pages 406-417
    6. Roland Grichnik, Mihaly Benda, Ivan Volosyak
      Pages 418-429
    7. Abdul Saboor, Mihaly Benda, Felix Gembler, Ivan Volosyak
      Pages 430-441
    8. Liliana Garcia, Maud Zak, Celestin Grenier, Solene Hanrio, Dorine Henry, Romain Randriamanantena et al.
      Pages 442-454
  6. Random-Weights Neural Networks

  7. Pattern Recognition

    1. Front Matter
      Pages 531-531

Other volumes

  1. Advances in Computational Intelligence
    15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I
  2. 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 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/10.1007/978-3-030-20521-8
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-20520-1
  • Online ISBN 978-3-030-20521-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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