Advances in Self-Organizing Maps

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

  • José C. Príncipe
  • Risto Miikkulainen
Conference proceedings WSOM 2009

Part of the Lecture Notes in Computer Science book series (LNCS, volume 5629)

Table of contents

  1. Front Matter
  2. Andreas Andreakis, Nicolai v. Hoyningen-Huene, Michael Beetz
    Pages 10-18
  3. Guilherme A. Barreto, Leonardo Aguayo
    Pages 28-36
  4. Marie Cottrell, Patrice Gaubert, Cédric Eloy, Damien François, Geoffroy Hallaux, Jérôme Lacaille et al.
    Pages 37-44
  5. Alexander Denecke, Heiko Wersing, Jochen J. Steil, Edgar Körner
    Pages 45-53
  6. Hiroshi Dozono, Shigeomi Hara, Shinsuke Itou, Masanori Nakakuni
    Pages 54-62
  7. Pablo A. Estévez, Rodrigo Hernández
    Pages 63-71
  8. T. Geweniger, D. Zühlke, B. Hammer, Thomas Villmann
    Pages 72-79
  9. Lutz Herrmann, Alfred Ultsch
    Pages 80-88
  10. Roberto Henriques, Fernando Bação, Victor Lobo
    Pages 89-97
  11. Timo Honkela, Matti Pöllä
    Pages 98-106
  12. Weilin Huang, Hujun Yin
    Pages 107-115
  13. Manabu Kawashima, Atsushi Shimada, Rin-ichiro Taniguchi
    Pages 116-123
  14. Teemu Kinnunen, Joni-Kristian Kamarainen, Lasse Lensu, Heikki Kälviäinen
    Pages 124-132
  15. Teuvo Kohonen, Ilari T. Nieminen, Timo Honkela
    Pages 133-144
  16. Kai Labusch, Erhardt Barth, Thomas Martinetz
    Pages 145-153
  17. Sébastien Massoni, Madalina Olteanu, Patrick Rousset
    Pages 154-162
  18. Marshall R. Mayberry, Risto Miikkulainen
    Pages 172-181
  19. Rudolf Mayer, Robert Neumayer, Doris Baum, Andreas Rauber
    Pages 182-190
  20. Risto Miikkulainen, Swathi Kiran
    Pages 191-199
  21. Antonio Neme, Sergio Hernández, Omar Neme, Leticia Hernández
    Pages 200-208
  22. Makoto Otani, Kouichi Gunya, Tetsuo Furukawa
    Pages 219-227
  23. Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene, Marc M. Van Hulle
    Pages 246-254
  24. J. R. G. Pulido, M. A. Aréchiga, E. M. R. Michel, G. Reyes, V. Zobin
    Pages 255-263
  25. Atsushi Shimada, Rin-ichiro Taniguchi
    Pages 264-271
  26. Stephan Simmuteit, Frank-Michael Schleif, Thomas Villmann, Markus Kostrzewa
    Pages 272-280
  27. Antti Sorjamaa, Francesco Corona, Yoan Miche, Paul Merlin, Bertrand Maillet, Eric Séverin et al.
    Pages 290-297
  28. Jan Steffen, Stefan Klanke, Sethu Vijayakumar, Helge Ritter
    Pages 298-306
  29. Heizo Tokutaka, Yoshio Maniwa, Eikou Gonda, Masashi Yamamoto, Toshiyuki Kakihara, Masahumi Kurata et al.
    Pages 307-315
  30. Thomas Trappenberg, Pitoyo Hartono, Douglas Rasmusson
    Pages 316-324
  31. Lili Zhang, Erzsébet Merényi, William M. Grundy, Eliot F. Young
    Pages 362-371
  32. Back Matter

About these proceedings


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.


aircraft engines algorithms classification clustering data mining dimensionality reduction fault prediction handwriting model modeling ocr proteins self-organizing map supervised learning topology

Editors and affiliations

  • José C. Príncipe
    • 1
  • Risto Miikkulainen
    • 2
  1. 1.Computational NeuroEngineering LaboratoryUniversity of Florida,GainesvilleUSA
  2. 2.Department of Computer SciencesThe University of Texas at AustinAustinUSA

Bibliographic information

  • DOI
  • Copyright Information Springer-Verlag Berlin Heidelberg 2009
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science Computer Science (R0)
  • Print ISBN 978-3-642-02396-5
  • Online ISBN 978-3-642-02397-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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