Theoretical Computer Science and General Issues

Stochastic Algorithms: Foundations and Applications

5th International Symposium, SAGA 2009 Sapporo, Japan, October 26-28, 2009 Proceedings

Editors: Watanabe, Osamu, Zeugmann, Thomas (Eds.)

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About this book

This book constitutes the refereed proceedings of the 5th International Symposium on Stochastic Algorithms, Foundations and Applications, SAGA 2009, held in Sapporo, Japan, in October 2009.

The 15 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 22 submissions. The papers are organized in topical sections on learning, graphs, testing, optimization and caching, as well as stochastic algorithms in bioinformatics.

Table of contents (17 chapters)

  • Scenario Reduction Techniques in Stochastic Programming

    Römisch, Werner

    Pages 1-14

  • Statistical Learning of Probabilistic BDDs

    Sato, Taisuke

    Pages 15-15

  • Learning Volatility of Discrete Time Series Using Prediction with Expert Advice

    V’yugin, Vladimir V.

    Pages 16-30

  • Prediction of Long-Range Dependent Time Series Data with Performance Guarantee

    Dashevskiy, Mikhail (et al.)

    Pages 31-45

  • Bipartite Graph Representation of Multiple Decision Table Classifiers

    Haraguchi, Kazuya (et al.)

    Pages 46-60

Buy this book

eBook $74.99
price for USA (gross)
  • ISBN 978-3-642-04944-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA
  • ISBN 978-3-642-04943-9
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Stochastic Algorithms: Foundations and Applications
Book Subtitle
5th International Symposium, SAGA 2009 Sapporo, Japan, October 26-28, 2009 Proceedings
Editors
  • Osamu Watanabe
  • Thomas Zeugmann
Series Title
Theoretical Computer Science and General Issues
Series Volume
5792
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-04944-6
DOI
10.1007/978-3-642-04944-6
Softcover ISBN
978-3-642-04943-9
Edition Number
1
Number of Pages
X, 221
Topics