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Lecture Notes in Computer Science

Advances in Intelligent Data Analysis V

5th International Symposium on Intelligent Data Analysis, IDA 2003, Berlin, Germany, August 28-30, 2003, Proceedings

Editors: Berthold, M.R., Lenz, H.-J., Bradley, E., Kruse, R., Borgelt, C. (Eds.)

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eBook 89,24 €
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  • ISBN 978-3-540-45231-7
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Softcover 109,19 €
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  • ISBN 978-3-540-40813-0
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About this book

We are glad to present the proceedings of the 5th biennial conference in the Intelligent Data Analysis series. The conference took place in Berlin, Germany, August 28–30, 2003. IDA has by now clearly grown up. Started as a small si- symposium of a larger conference in 1995 in Baden-Baden (Germany) it quickly attractedmoreinterest(bothsubmission-andattendance-wise),andmovedfrom London (1997) to Amsterdam (1999), and two years ago to Lisbon. Submission ratesalongwiththeeverimprovingqualityofpapershaveenabledtheor- nizers to assemble increasingly consistent and high-quality programs. This year we were again overwhelmed by yet another record-breaking submission rate of 180 papers. At the Program Chairs meeting we were – based on roughly 500 reviews – in the lucky position of carefully selecting 17 papers for oral and 42 for poster presentation. Poster presenters were given the opportunity to summarize their papers in 3-minute spotlight presentations. The oral, spotlight and poster presentations were then scheduled in a single-track, 2. 5-day conference program, summarized in this book. In accordance with the goal of IDA, “to bring together researchers from diverse disciplines,” we achieved a nice balance of presentations from the more theoreticalside(bothstatisticsandcomputerscience)aswellasmoreapplicati- oriented areas that illustrate how these techniques can be used in practice. Work presented in these proceedings ranges from theoretical contributions dealing, for example, with data cleaning and compression all the way to papers addressing practical problems in the areas of text classi?cation and sales-rate predictions. A considerable number of papers also center around the currently so popular applications in bioinformatics.

Table of contents (56 chapters)

  • Pruning for Monotone Classification Trees

    Feelders, Ad (et al.)

    Pages 1-12

    Preview Buy Chapter 30,19 €
  • Regularized Learning with Flexible Constraints

    Hüllermeier, Eyke

    Pages 13-24

    Preview Buy Chapter 30,19 €
  • Learning to Answer Emails

    Kockelkorn, Michael (et al.)

    Pages 25-35

    Preview Buy Chapter 30,19 €
  • A Semi-supervised Method for Learning the Structure of Robot Environment Interactions

    Großmann, Axel (et al.)

    Pages 36-47

    Preview Buy Chapter 30,19 €
  • Using Domain Specific Knowledge for Automated Modeling

    Todorovski, Ljupčo (et al.)

    Pages 48-59

    Preview Buy Chapter 30,19 €

Buy this book

eBook 89,24 €
price for Spain (gross)
  • ISBN 978-3-540-45231-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 109,19 €
price for Spain (gross)
  • ISBN 978-3-540-40813-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Intelligent Data Analysis V
Book Subtitle
5th International Symposium on Intelligent Data Analysis, IDA 2003, Berlin, Germany, August 28-30, 2003, Proceedings
Editors
  • Michael R. Berthold
  • Hans-Joachim Lenz
  • Elizabeth Bradley
  • Rudolf Kruse
  • Christian Borgelt
Series Title
Lecture Notes in Computer Science
Series Volume
2810
Copyright
2003
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-45231-7
DOI
10.1007/978-3-540-45231-7
Softcover ISBN
978-3-540-40813-0
Series ISSN
0302-9743
Edition Number
1
Number of Pages
XVI, 632
Topics