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Data Science and Classification

  • Vladimir Batagelj
  • Hans-Hermann Bock
  • Anuška Ferligoj
  • Aleš Žiberna

Table of contents

  1. Front Matter
    Pages I-XII
  2. Similarity and Dissimilarity

    1. Front Matter
      Pages 1-1
    2. Emmanuel Blanchard, Pascale Kuntz, Mounira Harzallah, Henri Briand
      Pages 3-11
    3. Ahlame Chouakria-Douzal, Panduranga Naidu Nagabhushan
      Pages 13-20
    4. Lucile Denœud, Alain Guénoche
      Pages 21-28
    5. Fabrice Rossi, Francisco De Carvalho, Yves Lechevallier, Alzennyr Da Silva
      Pages 39-46
    6. Remco C. Veltkamp, Longin Jan Latecki
      Pages 47-56
  3. Classification and Clustering

    1. Front Matter
      Pages 57-57
    2. Javier Arroyo, Carlos Maté, Antonio Muñoz-San Roque
      Pages 59-66
    3. Farid Beninel, Michel Grun Rehomme
      Pages 67-73
    4. Slavka Bodjanova
      Pages 75-82
    5. Hans J. Vos, Ruth Ben-Yashar, Shmuel Nitzan
      Pages 109-116
  4. Network and Graph Analysis

    1. Front Matter
      Pages 117-117
    2. Vladimir Batagelj, Nataša Kejžar, Simona Korenjak-Černe, Matjaž Zaveršnik
      Pages 141-148
    3. Matteo Roffilli, Alessandro Lomi
      Pages 149-157
  5. Analysis of Symbolic Data

    1. Front Matter
      Pages 159-159
    2. Patrick J. F. Groenen, Suzanne Winsberg
      Pages 161-170
    3. Yves Lechevallier, Rosanna Verde, Francisco de A. T. de Carvalho
      Pages 193-201
    4. Renata M. C. R. de Souza, Francisco de A. T. de Carvalho, Daniel Ferrari Pizzato
      Pages 203-210
  6. General Data Analysis Methods

    1. Front Matter
      Pages 211-211
    2. Nathalie Cheze, Jean-Michel Poggi
      Pages 213-220
  7. Data and Web Mining

    1. Front Matter
      Pages 239-239
    2. Andrei Gagarin, Dmytro Kevorkov, Vladimir Makarenkov, Pablo Zentilli
      Pages 241-249
    3. Miha Grčar, Blaž Fortuna, Dunja Mladenič, Marko Grobelnik
      Pages 251-260
    4. Christoph Schmitz, Andreas Hotho, Robert Jäschke, Gerd Stumme
      Pages 261-270
  8. Analysis of Music Data

    1. Front Matter
      Pages 287-287
    2. Daniel Müllensiefen, Klaus Frieler
      Pages 299-306
    3. Claus Weihs, Gero Szepannek, Uwe Ligges, Karsten Luebke, Nils Raabe
      Pages 315-322
  9. Gene and Microarray Analysis

    1. Front Matter
      Pages 323-323
    2. Abdoulaye Baniré Diallo, Vladimir Makarenkov, Mathieu Blanchette, François-Joseph Lapointe
      Pages 333-340
    3. Vladimir Makarenkov, Alix Boc, Charles F. Delwiche, Alpha Boubacar Diallo, Hervé Philippe
      Pages 341-349
  10. Back Matter
    Pages 351-358

About these proceedings

Keywords

Boxplot Cluster analysis Item Monte Carlo Simulation Sage Symbol Time series classification data analysis machine learning multidimensional scaling ontology optimization proving web mining

Editors and affiliations

  • Vladimir Batagelj
    • 1
  • Hans-Hermann Bock
    • 2
  • Anuška Ferligoj
    • 3
  • Aleš Žiberna
    • 3
  1. 1.Department of Mathematics, FMFUniversity of LjubljanaLjubljanaSlovenia
  2. 2.Institute of StatisticsRWTH Aachen UniversityAachenGermany
  3. 3.Faculty of Social SciencesUniversity of LjubljanaLjubljanaSlovenia

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-34416-0
  • Copyright Information Springer-Verlag Berlin · Heidelberg 2006
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-540-34415-5
  • Online ISBN 978-3-540-34416-2
  • Series Print ISSN 1431-8814
  • Buy this book on publisher's site
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