Discovery Science

14th International Conference, DS 2011, Espoo, Finland, October 5-7, 2011. Proceedings

  • Tapio Elomaa
  • Jaakko Hollmén
  • Heikki Mannila
Conference proceedings DS 2011

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6926)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 6926)

Table of contents

  1. Front Matter
  2. Yoshua Bengio, Olivier Delalleau
    Pages 1-1
  3. Eyke Hüllermeier, Johannes Fürnkranz
    Pages 2-17
  4. Peter Auer, Shiau Hong Lim, Chris Watkins
    Pages 29-29
  5. Jorma Rissanen
    Pages 30-30
  6. Nicola Barile, Ad Feelders
    Pages 31-45
  7. Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer
    Pages 46-60
  8. Mathieu Blondel, Kazuhiro Seki, Kuniaki Uehara
    Pages 61-75
  9. Jeroen De Knijf, Anthony Liekens, Bart Goethals
    Pages 76-90
  10. Dongsheng Duan, Yuhua Li, Ruixuan Li, Zhengding Lu, Aiming Wen
    Pages 91-106
  11. Sami Hanhijärvi
    Pages 122-134
  12. Hiroshi Hirai, Bin-Hui Chou, Einoshin Suzuki
    Pages 135-149
  13. Masahiro Kimura, Kazumi Saito, Kouzou Ohara, Hiroshi Motoda
    Pages 150-164
  14. Nada Lavrač, Anže Vavpetič, Larisa Soldatova, Igor Trajkovski, Petra Kralj Novak
    Pages 165-178
  15. Yannick Le Bras, Philippe Lenca, Stéphane Lallich
    Pages 179-193
  16. Huma Lodhi, David Gilbert
    Pages 194-208
  17. Jake T. Lussier, Nitesh V. Chawla
    Pages 209-220
  18. Oleksiy Mazhelis, Indrė Žliobaitė, Mykola Pechenizkiy
    Pages 221-235
  19. Masaya Nakahara, Shirou Maruyama, Tetsuji Kuboyama, Hiroshi Sakamoto
    Pages 236-246
  20. Giovanni Ponti, Andrea Tagarelli, George Karypis
    Pages 247-261
  21. Mitja Pugelj, Sašo Džeroski
    Pages 262-276
  22. Christin Seifert, Eva Ulbrich, Michael Granitzer
    Pages 292-306
  23. Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Sašo Džeroski
    Pages 307-322
  24. Henna Tiensuu, Ilmari Juutilainen, Juha Röning
    Pages 351-364
  25. Back Matter

About these proceedings


This book constitutes the refereed proceedings of the 14th International Conference on Discovery Science, DS 2011, held in Espoo, Finland, in October 2011 - co-located with ALT 2011, the 22nd International Conference on Algorithmic Learning Theory.
The 24 revised full papers presented together with 5 invited lectures were carefully revised and selected from 56 submissions. The papers cover a wide range including the development and analysis of methods for automatic scientific knowledge discovery, machine learning, intelligent data analysis, theory of learning, as well as their application to knowledge discovery.


autonomous exploration data mining kernel methods social network analysis user interface

Editors and affiliations

  • Tapio Elomaa
    • 1
  • Jaakko Hollmén
    • 2
  • Heikki Mannila
    • 3
  1. 1.Department of Software SystemsTampere University of TechnologyTampereFinland
  2. 2.Department of Information and Computer ScienceAalto University School of ScienceAaltoFinland
  3. 3.Helsinki Institute for Information Technology (HIIT)Finland

Bibliographic information

  • DOI
  • Copyright Information Springer-Verlag GmbH Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science Computer Science (R0)
  • Print ISBN 978-3-642-24476-6
  • Online ISBN 978-3-642-24477-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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