Theoretical Computer Science and General Issues

Advances in Self-Organizing Maps

7th International Workshop, WSOM 2009, St. Augustine, Florida, June 8-10, 2009. Proceedings

Editors: Principe, J.C., Miikkulainen, Risto (Eds.)

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  • ISBN 978-3-642-02397-2
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Softcover $109.00
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About this book

This book constitutes the refereed proceedings of the 7th International Workshop on Advances in Self-Organizing Maps, WSOM 2009, held in St. Augustine, Florida, in June 2009.

The 41 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers deal with topics in the use of SOM in many areas of social sciences, economics, computational biology, engineering, time series analysis, data visualization and theoretical computer science.

Table of contents (41 chapters)

Table of contents (41 chapters)
  • Batch-Learning Self-Organizing Map for Predicting Functions of Poorly-Characterized Proteins Massively Accumulated

    Abe, Takashi (et al.)

    Pages 1-9

  • Incremental Unsupervised Time Series Analysis Using Merge Growing Neural Gas

    Andreakis, Andreas (et al.)

    Pages 10-18

  • Clustering Hierarchical Data Using Self-Organizing Map: A Graph-Theoretical Approach

    Argyrou, Argyris

    Pages 19-27

  • Time Series Clustering for Anomaly Detection Using Competitive Neural Networks

    Barreto, Guilherme A. (et al.)

    Pages 28-36

  • Fault Prediction in Aircraft Engines Using Self-Organizing Maps

    Cottrell, Marie (et al.)

    Pages 37-44

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-642-02397-2
  • 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
  • ISBN 978-3-642-02396-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Self-Organizing Maps
Book Subtitle
7th International Workshop, WSOM 2009, St. Augustine, Florida, June 8-10, 2009. Proceedings
Editors
  • J.C. Principe
  • Risto Miikkulainen
Series Title
Theoretical Computer Science and General Issues
Series Volume
5629
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-02397-2
DOI
10.1007/978-3-642-02397-2
Softcover ISBN
978-3-642-02396-5
Edition Number
1
Number of Pages
X, 374
Topics