Advertisement

Data Analysis, Machine Learning and Applications

Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7–9, 2007

  • Christine Preisach
  • Hans Burkhardt
  • Lars Schmidt-Thieme
  • Reinhold Decker

Table of contents

  1. Front Matter
    Pages I-XVI
  2. Classification

    1. Lluís Belanche, Jean Luis Vázquez, Miguel Vázquez
      Pages 3-10
    2. Janis Fehr, Karina Zapién Arreola, Hans Burkhardt
      Pages 11-18
    3. Eugeniusz Gatnar
      Pages 19-27
    4. Bernard Haasdonk, Hans Burkhardt
      Pages 37-44
    5. Kamila Migdał Najman, Krzysztof Najman
      Pages 45-54
    6. Norbert Röhrl, José R. Iglesias-Rozas, Galia Weidl
      Pages 55-60
    7. Julia Schiffner, Claus Weihs
      Pages 69-76
    8. Kester W. Smith, Carola Tiede, Coryn A. L. Bailer-Jones
      Pages 77-83
  3. Clustering

    1. Patrick Erik Bradley
      Pages 95-102
    2. Marco Di Zio, Ugo Guarnera
      Pages 111-118
    3. Benjamin Georgi, M. Anne Spence, Pamela Flodman, Alexander Schliep
      Pages 119-126
    4. Christian Hennig, Pietro Coretto
      Pages 127-138
    5. Lutz Herrmann, Alfred Ultsch
      Pages 139-146
    6. Kurt Hornik, Walter Böhm
      Pages 147-154
    7. Sina Lehrmann, Werner Esswein
      Pages 155-162
    8. Steffen Rendle, Lars Schmidt-Thieme
      Pages 171-179
  4. Multidimensional Data Analysis

    1. Karmele Fernández-Aguirre, María I. Landaluce, Ana Martín, Juan I. Modroño
      Pages 183-191
    2. Rosaria Lombardo, Amalia Vanacore, Jean-FrancÇois Durand
      Pages 201-208
    3. Antonello D’Ambra, Pietro Amenta, Valentin Rousson
      Pages 209-217
    4. Amaya Zárraga, Beatriz Goitisolo
      Pages 219-226
  5. Analysis of Complex Data

    1. Christian Borgelt, Mathias Fiedler
      Pages 229-236
    2. Gerd Brunner, Hans Burkhardt
      Pages 237-244
    3. Hannes Kazianka, Raimund Leitner, Jürgen Pilz
      Pages 245-252
    4. Steffen Kempe, Jochen Hipp, Rudolf Kruse
      Pages 253-260
    5. Olivier Lartillot, Petri Toiviainen, Tuomas Eerola
      Pages 261-268
    6. Daniel Meyer-Delius, Christian Plagemann, Georg von Wichert, Wendelin Feiten, Gisbert Lawitzky, Wolfram Burgard
      Pages 269-276
    7. Robin Nunkesser, Karen Schettlinger, Roland Fried
      Pages 277-284
    8. Rudolph Triebel, Óscar Martínez Mozos, Wolfram Burgard
      Pages 293-300
    9. Mario Larch, Janette Walde
      Pages 301-308
  6. Exploratory Data Analysis and Tools for Data Analysis

    1. Martin Behnisch, Alfred Ultsch
      Pages 311-318
    2. Michael R. Berthold, Nicolas Cebron, Fabian Dill, Thomas R. Gabriel, Tobias Kötter, Thorsten Meinl et al.
      Pages 319-326
    3. Boris Delibašić, Kathrin Kirchner, Johannes Ruhland
      Pages 327-334
    4. Francoise Fessant, Vincent Lemaire, Fabrice Clérot
      Pages 343-354
    5. Markus Franke, Bettina Hoser, Jan Schröder
      Pages 355-362
    6. Veit Köppen, Henner Graubitz, Hans-K. Arndt, Hans-J. Lenz
      Pages 363-371
    7. Michael Schauerhuber, Achim Zeileis, David Meyer, Kurt Hornik
      Pages 389-396
    8. Martin Schierle, Sascha Schulz, Markus Ackermann
      Pages 397-404
    9. Christian Manuel Strobel, Tomas Hrycej
      Pages 405-412

About these proceedings

Introduction

Data analysis and machine learning are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and text mining, marketing, medical science, bioinformatics and business intelligence. This volume contains the revised versions of selected papers in the field of data analysis, machine learning and applications presented during the 31st Annual Conference of the German Classification Society (Gesellschaft für Klassifikation - GfKl). The conference was held at the Albert-Ludwigs-University in Freiburg, Germany, in March 2007.

Keywords

artificial intelligence bioinformatics business intelligence classification clustering computer science data analysis intelligence learning linguistics machine learning semantic web service-oriented computing web mining

Editors and affiliations

  • Christine Preisach
    • 1
  • Hans Burkhardt
    • 2
  • Lars Schmidt-Thieme
    • 3
  • Reinhold Decker
    • 4
  1. 1.Institute of Computer Science and Institute of Business Economics and Information SystemsUniversity of HildesheimHildesheimGermany
  2. 2.Lehrstuhl für Mustererkennung und BildverarbeitungUniversität FreiburgFreiburg i. BrGermany
  3. 3.Institute of Computer Science and Institute of Business Economics and Information SystemsHildesheimGermany
  4. 4.Fakultät für WirtschaftswissenschaftenLehrstuhl für Betriebswirtschaftslehre, insbes. MarketingBielefeldGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-78246-9
  • Copyright Information Springer-Verlag Berlin Heidelberg 2008
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-540-78239-1
  • Online ISBN 978-3-540-78246-9
  • Series Print ISSN 1431-8814
  • Buy this book on publisher's site