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Advances in Intelligent Data Analysis XIV

14th International Symposium, IDA 2015, Saint Etienne. France, October 22 -24, 2015. Proceedings

  • Elisa Fromont
  • Tijl De Bie
  • Matthijs van Leeuwen

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9385)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 9385)

Table of contents

  1. Front Matter
    Pages I-XXIX
  2. Vincent Armant, John Horan, Nahid Mabub, Kenneth N. Brown
    Pages 1-12
  3. Behrouz Babaki, Tias Guns, Siegfried Nijssen, Luc De Raedt
    Pages 13-24
  4. Georgios Balikas, Ioannis Partalas, Eric Gaussier, Rohit Babbar, Massih-Reza Amini
    Pages 25-36
  5. Alessandro Baroni, Salvatore Ruggieri
    Pages 37-48
  6. Leonor Becerra-Bonache, Hendrik Blockeel, María Galván, François Jacquenet
    Pages 49-60
  7. Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón et al.
    Pages 72-83
  8. Alexander Fillbrunn, Michael R. Berthold
    Pages 84-94
  9. Fabian Gieseke, Tapio Pahikkala, Tom Heskes
    Pages 95-107
  10. Rafael Giusti, Diego F. Silva, Gustavo E. A. P. A. Batista
    Pages 108-119
  11. Md. Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques
    Pages 120-131
  12. Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Liva Ralaivola, Nicolas Usunier, Eric Gaussier
    Pages 132-144
  13. Daniel Kottke, Georg Krempl, Myra Spiliopoulou
    Pages 145-157
  14. Jesse H. Krijthe, Marco Loog
    Pages 158-169
  15. Charlotte Laclau, Mohamed Nadif
    Pages 170-180
  16. David Combe, Christine Largeron, Mathias Géry, Előd Egyed-Zsigmond
    Pages 181-192
  17. Leona Nezvalová, Luboš Popelínský, Luis Torgo, Karel Vaculík
    Pages 193-204
  18. Laurence A. F. Park, Simeon Simoff
    Pages 217-228
  19. Thilina Rathnayake, Maheshakya Wijewardena, Thimal Kempitiya, Kevin Rathnasekara, Thushan Ganegedara, Amal S. Perera et al.
    Pages 229-240
  20. Randall Sanborn, Michael Farmer, Syagnik Banerjee
    Pages 253-263
  21. Nataliya Sokolovska, Salwa Rizkalla, Karine Clément, Jean-Daniel Zucker
    Pages 264-274
  22. Yuriy Sverchkov, Gregory F. Cooper
    Pages 275-285
  23. Jan Van Haaren, Vladimir Dzyuba, Siebe Hannosset, Jesse Davis
    Pages 286-297
  24. Jan N. van Rijn, Salisu Mamman Abdulrahman, Pavel Brazdil, Joaquin Vanschoren
    Pages 298-309
  25. Bas van Stein, Hao Wang, Wojtek Kowalczyk, Thomas Bäck, Michael Emmerich
    Pages 310-321
  26. Denny Verbeeck, Hendrik Blockeel
    Pages 322-333
  27. Xiaowei Zhang, Frank Klawonn, Lorenz Grigull, Werner Lechner
    Pages 334-343
  28. Back Matter
    Pages 345-346

About these proceedings

Introduction

This book constitutes the refereed conference proceedings of the 14th International Conference on Intelligent Data Analysis, which was held in October 2015 in Saint Étienne. France. The 29 revised full papers were carefully reviewed and selected from 65 submissions. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. The symposium aims to provide a forum for inspiring research contributions that might be considered preliminary in other leading conferences and journals, but that have a potentially dramatic impact. To facilitate this, IDA 2015 will feature two tracks: a regular "Proceedings" track, as well as a "Horizon" track for early-stage research of potentially ground-breaking nature.

Keywords

big data classification clustering data mining genetic algorithms information technology information theory knowledge integration malware medical data mining online learning ontologies probabilistic reasoning search engine sequential rule mining supervised learning text mining topic models recommender systems bioinformatics

Editors and affiliations

  • Elisa Fromont
    • 1
  • Tijl De Bie
    • 2
  • Matthijs van Leeuwen
    • 3
  1. 1.Université de Saint-EtienneSaint-EtienneFrance
  2. 2.Intelligent Systems LabUniversity of Bristol Intelligent Systems LabBristolUnited Kingdom
  3. 3.Informatics SectionKatholieke Universiteit LeuvenLeuvenBelgium

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-24465-5
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-24464-8
  • Online ISBN 978-3-319-24465-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site