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Intelligent Data Engineering and Automated Learning – IDEAL 2018

19th International Conference, Madrid, Spain, November 21–23, 2018, Proceedings, Part I

  • Hujun Yin
  • David Camacho
  • Paulo Novais
  • Antonio J. Tallón-Ballesteros
Conference proceedings IDEAL 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11314)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 11314)

Table of contents

  1. Front Matter
    Pages I-XXVI
  2. Hisashi Koga, Satoshi Suzuki, Taiki Itabashi, Gibran Fuentes Pineda, Takahisa Toda
    Pages 17-26
  3. Félix Fuentes-Hurtado, Sandra Morales, Jose M. Mossi, Valery Naranjo, Vadim Fedulov, David Woldbye et al.
    Pages 27-34
  4. Félix Fuentes-Hurtado, Jose Antonio Diego-Mas, Valery Naranjo, Mariano Alcañiz
    Pages 35-45
  5. Hela Maddar, Wafa Kammoun, Habib Youssef
    Pages 46-57
  6. Papangkorn Inkeaw, Jakramate Bootkrajang, Teresa Gonçalves, Jeerayut Chaijaruwanich
    Pages 69-78
  7. Iztok Fister Jr., Andres Iglesias, Akemi Galvez, Javier Del Ser, Eneko Osaba, Iztok Fister
    Pages 79-88
  8. Jaume Manero, Javier Béjar, Ulises Cortés
    Pages 89-98
  9. Marius Andrei Ciurez, Marian Cristian Mihaescu
    Pages 99-106
  10. Fei Wang, Robert J. Ross, John D. Kelleher
    Pages 107-116
  11. Irene Córdoba, Gherardo Varando, Concha Bielza, Pedro Larrañaga
    Pages 117-124
  12. Juan A. Gómez-Pulido, Enrique Cortés-Toro, Arturo Durán-Domínguez, Broderick Crawford, Ricardo Soto
    Pages 125-133
  13. Sinan Zhu, Caiyan Jia
    Pages 134-146
  14. Marie Kiermeier, Sebastian Feld, Thomy Phan, Claudia Linnhoff-Popien
    Pages 156-163
  15. Cristiana Silva, Adrián Colomer, Valery Naranjo
    Pages 164-173
  16. Joana Pereira, Adrián Colomer, Valery Naranjo
    Pages 174-183
  17. Barbara Bobowska, Dariusz Jankowski
    Pages 184-194
  18. Artem Lobantsev, Aleksandra Vatian, Natalia Dobrenko, Andrei Stankevich, Anna Kaznacheeva, Vladimir Parfenov et al.
    Pages 195-203
  19. Carlo Blundo, Stelvio Cimato, Luisa Siniscalchi
    Pages 204-214
  20. Sattam Almatarneh, Pablo Gamallo
    Pages 215-223
  21. Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
    Pages 224-232
  22. Alya Itani, Laurent Brisson, Serge Garlatti
    Pages 233-244
  23. Jaime Salvador-Meneses, Zoila Ruiz-Chavez, Jose Garcia-Rodriguez
    Pages 245-252
  24. Paul-Stefan Popescu, Costel Ionascu, Marian Cristian Mihaescu
    Pages 261-268
  25. Eduardo C. Garrido-Merchán, Alejandro Albarca-Molina
    Pages 277-284
  26. Fabian Kai-Dietrich Noering, Konstantin Jonas, Frank Klawonn
    Pages 285-296
  27. Zoila Ruiz-Chavez, Jaime Salvador-Meneses, Jose Garcia-Rodriguez
    Pages 297-304
  28. Andrei Martins Silva, Fernando Henrique da Silva Costa, Alexandra Katiuska Ramos Diaz, Sarajane Marques Peres
    Pages 317-327
  29. Smiljana Petrovic, Ivan Petrovic, Ileana Palesi, Anthony Calise
    Pages 328-335
  30. Peter Drotár, Peter Gnip, Martin Zoričak, Vladimír Gazda
    Pages 344-353
  31. Santiago Gil-Begue, Pedro Larrañaga, Concha Bielza
    Pages 354-363
  32. Francisco S. Marcondes, José João Almeida, Paulo Novais
    Pages 374-384
  33. Zirije Hasani, Boro Jakimovski, Goran Velinov, Margita Kon-Popovska
    Pages 385-397
  34. M. A. Becerra, C. Duque-Mejía, C. Zapata-Hernández, D. H. Peluffo-Ordóñez, L. Serna-Guarín, Edilson Delgado-Trejos et al.
    Pages 410-418
  35. Xiaowei Kortum, Lorenz Grigull, Urs Muecke, Werner Lechner, Frank Klawonn
    Pages 419-428
  36. Francisco J. Pulgar, Francisco Charte, Antonio J. Rivera, María J. del Jesus
    Pages 439-447
  37. Daniel Trujillo Viedma, Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, María José del Jesus Díaz
    Pages 448-456

Other volumes

  1. Intelligent Data Engineering and Automated Learning – IDEAL 2018
    19th International Conference, Madrid, Spain, November 21–23, 2018, Proceedings, Part I
  2. 19th International Conference, Madrid, Spain, November 21–23, 2018, Proceedings, Part II

About these proceedings

Introduction

This two-volume set LNCS 11314 and 11315 constitutes the thoroughly refereed conference proceedings of the 19th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2018, held in Madrid, Spain, in November 2018. The 125 full papers presented were carefully reviewed and selected from 204 submissions. These papers provided a timely sample of the latest advances in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, deep learning neural networks, probabilistic modelling, particle swarm intelligence, big data analytics, and applications in image recognition, regression, classification, clustering, medical and biological modelling and prediction, text processing and social media analysis.

Keywords

artificial intelligence classification clustering computer crime computer networks data mining data security evolutionary algorithms genetic algorithms image processing image reconstruction image segmentation intrusion detection learning algorithms machine learning neural networks pattern recognition semantics signal processing Support Vector Machines (SVM)

Editors and affiliations

  1. 1.University of ManchesterManchesterUK
  2. 2.Autonomous University of MadridMadridSpain
  3. 3.Campus of GualtarUniversity of MinhoBragaPortugal
  4. 4.University of SevilleSevilleSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-03493-1
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-03492-4
  • Online ISBN 978-3-030-03493-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site