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
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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)
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Scenario Reduction Techniques in Stochastic Programming
Pages 1-14
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Statistical Learning of Probabilistic BDDs
Pages 15-15
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Learning Volatility of Discrete Time Series Using Prediction with Expert Advice
Pages 16-30
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Prediction of Long-Range Dependent Time Series Data with Performance Guarantee
Pages 31-45
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Bipartite Graph Representation of Multiple Decision Table Classifiers
Pages 46-60
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Table of contents (17 chapters)
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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
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- 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
