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Advances in Self-Organizing Maps

8th International Workshop, WSOM 2011, Espoo, Finland, June 13-15, 2011. Proceedings

  • Jorma Laaksonen
  • Timo Honkela

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6731)

Table of contents

  1. Front Matter
  2. Plenaries

    1. Barbara Hammer, Andrej Gisbrecht, Alexander Hasenfuss, Bassam Mokbel, Frank-Michael Schleif, Xibin Zhu
      Pages 1-15
    2. Teuvo Kohonen, Hongbing Xing
      Pages 16-29
  3. Financial and Societal Applications

  4. Theory and Methodology

    1. Serafín Alonso, Mika Sulkava, Miguel Angel Prada, Manuel Domínguez, Jaakko Hollmén
      Pages 61-70
    2. Marika Kästner, Andreas Backhaus, Tina Geweniger, Sven Haase, Udo Seiffert, Thomas Villmann
      Pages 90-100
    3. Takashi Ohkubo, Tetsuo Furukawa, Kazuhiro Tokunaga
      Pages 101-110
    4. José Everardo B. Maia, Guilherme A. Barreto, André Luís V. Coelho
      Pages 121-130
    5. Ken-ichi Fukui, Masayuki Numao
      Pages 131-140
    6. Pablo A. Estévez, Rodrigo Hernández
      Pages 151-159
  5. Applications of Data Mining and Analysis

    1. Yasir Mehmood, Mudassar Abbas, Xi Chen, Timo Honkela
      Pages 160-167
    2. Omar Neme, J R G Pulido, Antonio Neme
      Pages 168-177
    3. Julia Moehrmann, Andre Burkovski, Evgeny Baranovskiy, Geoffrey-Alexeij Heinze, Andrej Rapoport, Gunther Heidemann
      Pages 178-187
    4. Arnulfo Azcarraga, Sean Manalili
      Pages 188-197
    5. Yuki Iwasaki, Kennosuke Wada, Masae Itoh, Toshimichi Ikemura, Takashi Abe
      Pages 198-206
  6. Language Processing and Document Analysis

    1. Uli Grasemann, Chaleece Sandberg, Swathi Kiran, Risto Miikkulainen
      Pages 207-217
    2. Andre Burkovski, Wiltrud Kessler, Gunther Heidemann, Hamidreza Kobdani, Hinrich Schütze
      Pages 228-237
    3. Timo Honkela, Jorma Laaksonen, Hannele Törrö, Juhani Tenhunen
      Pages 247-256
    4. Jean-Charles Lamirel, Raghvendra Mall, Shadi Al Shehabi, Ghada Safi
      Pages 257-266
    5. Ana Cristina C. Silva, Ana Cristina P. Macedo, Guilherme A. Barreto
      Pages 267-276
  7. Visualization and Image Processing

    1. Barbara Hammer, Michael Biehl, Kerstin Bunte, Bassam Mokbel
      Pages 277-287
    2. Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille
      Pages 298-307
    3. Heizo Tokutaka, Masaaki Ohkita, Ying Hai, Kikuo Fujimura, Matashige Oyabu
      Pages 308-317
    4. Mats Sjöberg, Jorma Laaksonen
      Pages 338-347
    5. Hiroshi Dozono, Asami Tanaka, Shinya Nishijima, Hiroshi Tsukizi, Masanori Nakakuni
      Pages 348-356
  8. Back Matter

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 8th International Workshop on Self-Organizing Maps, WSOM 2011, held in Espoo, Finland, in June 2011. The 36 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on plenaries; financial and societal applications; theory and methodology; applications of data mining and analysis; language processing and document analysis; and visualization and image processing.

Keywords

ANN SOM algorithms bioinspired computing computational intelligence natural computing neural networks statistical machine learning

Editors and affiliations

  • Jorma Laaksonen
    • 1
  • Timo Honkela
    • 1
  1. 1.Department of Information and Computer ScienceAalto University School of ScienceAaltoFinland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-21566-7
  • Copyright Information Springer-Verlag GmbH Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-21565-0
  • Online ISBN 978-3-642-21566-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site