Information Systems and Applications, incl. Internet/Web, and HCI

Advances in Intelligent Data Analysis VII

7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings

Editors: Berthold, Michael R., Shawe-Taylor, John, Lavrač, Nada (Eds.)

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About this book

Weareproudtopresenttheproceedingsoftheseventhbiennialconferenceinthe Intelligent Data Analysis series. The conference took place in Ljubljana, Slo- nia, September 6-8, 2007. IDA continues to expand its scope, quality and size. It started as a small side-symposium as part of a larger conference in 1995 in Baden-Baden(Germany).It quickly attractedmoreinterest in both submissions and attendance as it moved to London (1997) and then Amsterdam (1999). The next three meetings were held in Lisbon (2001), Berlin (2003) and then Madrid in 2005. The improving quality of the submissions has enabled the organizers to assemble programs of ever-increasing consistency and quality. This year we madea rigorousselectionof33papersoutofalmost100submissions.Theresu- ing oral presentations were then scheduled in a single-track, two-and-a-half-day conference program, summarized in the book that you have before you. In accordance with the stated IDA goal of “bringing together researchers from diverse disciplines,” we believe we have achieved an excellent balance of presentationsfromthemoretheoretical–bothstatisticalandmachinelearning– to the more application-oriented areas that illustrate how these techniques can beusedinpractice.Forexample,theproceedingsincludepaperswiththeoretical contributions dealing with statistical approaches to sequence alignment as well as papers addressing practical problems in the areas of text classi?cation and medical data analysis. It is reassuring to see that IDA continues to bring such diverse areas together, thus helping to cross-fertilize these ?elds.

Table of contents (33 chapters)

Table of contents (33 chapters)
  • Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions

    Pages 1-12

    Hollmén, Jaakko (et al.)

  • Multiplicative Updates for L 1–Regularized Linear and Logistic Regression

    Pages 13-24

    Sha, Fei (et al.)

  • Learning to Align: A Statistical Approach

    Pages 25-36

    Ricci, Elisa (et al.)

  • Transductive Reliability Estimation for Kernel Based Classifiers

    Pages 37-47

    Tzikas, Dimitris (et al.)

  • Parameter Learning for Bayesian Networks with Strict Qualitative Influences

    Pages 48-58

    Feelders, Ad (et al.)

Buy this book

eBook $84.99
price for USA in USD
  • ISBN 978-3-540-74825-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.00
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Intelligent Data Analysis VII
Book Subtitle
7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings
Editors
  • Michael R. Berthold
  • John Shawe-Taylor
  • Nada Lavrač
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
4723
Copyright
2007
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-74825-0
DOI
10.1007/978-3-540-74825-0
Softcover ISBN
978-3-540-74824-3
Edition Number
1
Number of Pages
XIV, 382
Topics