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Advances in Intelligent Data Analysis XVII

17th International Symposium, IDA 2018, ’s-Hertogenbosch, The Netherlands, October 24–26, 2018, Proceedings

  • Wouter Duivesteijn
  • Arno Siebes
  • Antti Ukkonen
Conference proceedings IDA 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11191)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 11191)

Table of contents

  1. Front Matter
    Pages I-XIII
  2. Invited Papers

    1. Front Matter
      Pages 1-1
    2. Luc De Raedt, Hendrik Blockeel, Samuel Kolb, Stefano Teso, Gust Verbruggen
      Pages 3-14
    3. Johannes Fürnkranz, Tomáš Kliegr
      Pages 15-27
  3. Selected Contributions

    1. Front Matter
      Pages 29-29
    2. Leo Lahti
      Pages 31-39
    3. Alexandre Almeida, Ana Alves, Rui Gomes
      Pages 40-51
    4. Nouf Bindris, Saatviga Sudhahar, Nello Cristianini
      Pages 52-61
    5. Thomas Bollen, Guillaume Leurquin, Siegfried Nijssen
      Pages 62-74
    6. Christoph Doell, Sarah Donohue, Cedrik Pätz, Christan Borgelt
      Pages 75-86
    7. Adriana Fonseca Costa, Miriam Seoane Santos, Jastin Pompeu Soares, Pedro Henriques Abreu
      Pages 87-98
    8. Jordan Frery, Amaury Habrard, Marc Sebban, Olivier Caelen, Liyun He-Guelton
      Pages 99-110
    9. Radhika Gaonkar, Maryam Tavakol, Ulf Brefeld
      Pages 111-123
    10. Anil Goyal, Emilie Morvant, Massih-Reza Amini
      Pages 124-136
    11. Babak Hosseini, Barbara Hammer
      Pages 137-150
    12. Said Jabbour, Nizar Mhadhbi, Badran Raddaoui, Lakhdar Sais
      Pages 151-163
    13. Sen Jia, Thomas Lansdall-Welfare, Nello Cristianini
      Pages 164-174
    14. Maksim Koptelov, Albrecht Zimmermann, Bruno Crémilleux
      Pages 175-187
    15. Marta Mercier, Miriam S. Santos, Pedro H. Abreu, Carlos Soares, Jastin P. Soares, João Santos
      Pages 200-212
    16. Guillaume Metzler, Xavier Badiche, Brahim Belkasmi, Elisa Fromont, Amaury Habrard, Marc Sebban
      Pages 213-224
    17. Felix Mohr, Marcel Wever, Eyke Hüllermeier
      Pages 225-237
    18. José Luis Balcázar, Marie Ely Piceno, Laura Rodríguez-Navas
      Pages 238-250
    19. Jastin Pompeu Soares, Miriam Seoane Santos, Pedro Henriques Abreu, Hélder Araújo, João Santos
      Pages 251-263
    20. Oliver R. Sampson, Christian Borgelt, Michael R. Berthold
      Pages 264-277
    21. Benjamin Strang, Peter van der Putten, Jan N. van Rijn, Frank Hutter
      Pages 303-315
    22. Saatviga Sudhahar, Nello Cristianini
      Pages 316-327
    23. Adam Sutton, Thomas Lansdall-Welfare, Nello Cristianini
      Pages 328-339
    24. Bas van Boven, Peter van der Putten, Anders Åström, Hakim Khalafi, Aske Plaat
      Pages 340-352
    25. Toon Van Craenendonck, Sebastijan Dumančić, Elia Van Wolputte, Hendrik Blockeel
      Pages 353-366
    26. Patrick Winter, Christian Borgelt, Michael R. Berthold
      Pages 380-391
  4. Back Matter
    Pages 393-394

About these proceedings

Introduction

This book constitutes the conference proceedings of the 17th International Symposium on Intelligent Data Analysis, which was held in October 2018 in ‘s-Hertogenbosch, the Netherlands. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. The 29 full papers presented in this book were carefully reviewed and selected from 65 submissions. The papers cover all aspects of intelligent data analysis, including papers on intelligent support for modeling and analyzing data from complex, dynamical systems.

Keywords

adaptive boosting artificial intelligence bayesian bayesian networks boosting classification clustering clustering algorithms data mining graph theory graph-based graphic methods machine learning semantics social networking social networks Support Vector Machines (SVM)

Editors and affiliations

  1. 1.Eindhoven University of TechnologyEindhovenThe Netherlands
  2. 2.Department of Information and Computing SciencesUniversity UtrechtUtrechtThe Netherlands
  3. 3.University of HelsinkiHelsinkiFinland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-01768-2
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-01767-5
  • Online ISBN 978-3-030-01768-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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