Advances in Data Mining. Applications and Theoretical Aspects

10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010. Proceedings

  • Petra Perner
Conference proceedings ICDM 2010

DOI: 10.1007/978-3-642-14400-4

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6171)

Table of contents

  1. Front Matter
  2. Invited Talk

    1. Giorgio Giacinto
      Pages 1-16
    2. Isabelle Bichindaritz
      Pages 17-27
  3. Theoretical Aspects of Data Mining

    1. Rakkrit Duangsoithong, Terry Windeatt
      Pages 28-41
    2. Faraz Zaidi, Daniel Archambault, Guy Melançon
      Pages 42-56
    3. Angel Kuri-Morales, Edwin Aldana-Bobadilla
      Pages 57-70
    4. Petra Perner, Anja Attig
      Pages 71-85
    5. Konstantin Todorov, Peter Geibel, Kai-Uwe Kühnberger
      Pages 86-100
    6. Ayhan Demiriz, Gurdal Ertek, Tankut Atan, Ufuk Kula
      Pages 101-114
    7. Santhana Chaimontree, Katie Atkinson, Frans Coenen
      Pages 115-127
    8. Vasudha Bhatnagar, Sangeeta Ahuja
      Pages 143-157
    9. Samad Gahderi Mojaveri, Esmaeil Mirzaeian, Zarrintaj Bornaee, Saeed Ayat
      Pages 158-164
  4. Multimedia Data Mining

    1. Yevgeniy Bodyanskiy, Paul Grimm, Sergey Mashtalir, Vladimir Vinarski
      Pages 165-173
    2. Benjamin Mund, Karl-Heinz Steinke
      Pages 174-185
    3. Rosanne Vetro, Dan A. Simovici
      Pages 210-221
    4. Yanbo J. Wang, Fan Li, Frans Coenen, Robert Sanderson, Qin Xin
      Pages 222-236

About these proceedings

Introduction

These are the proceedings of the tenth event of the Industrial Conference on Data Mining ICDM held in Berlin (www.data-mining-forum.de). For this edition the Program Committee received 175 submissions. After the pe- review process, we accepted 49 high-quality papers for oral presentation that are included in this book. The topics range from theoretical aspects of data mining to app- cations of data mining such as on multimedia data, in marketing, finance and telec- munication, in medicine and agriculture, and in process control, industry and society. Extended versions of selected papers will appear in the international journal Trans- tions on Machine Learning and Data Mining (www.ibai-publishing.org/journal/mldm). Ten papers were selected for poster presentations and are published in the ICDM Poster Proceeding Volume by ibai-publishing (www.ibai-publishing.org). In conjunction with ICDM four workshops were held on special hot applicati- oriented topics in data mining: Data Mining in Marketing DMM, Data Mining in LifeScience DMLS, the Workshop on Case-Based Reasoning for Multimedia Data CBR-MD, and the Workshop on Data Mining in Agriculture DMA. The Workshop on Data Mining in Agriculture ran for the first time this year. All workshop papers will be published in the workshop proceedings by ibai-publishing (www.ibai-publishing.org). Selected papers of CBR-MD will be published in a special issue of the international journal Transactions on Case-Based Reasoning (www.ibai-publishing.org/journal/cbr).

Keywords

Clustering Multimedia bioinformatics classification data mining fuzzy logic graph mining knowledge learning machine learning neural network process mining proving self-organizing map supervised learning

Editors and affiliations

  • Petra Perner
    • 1
  1. 1.Institut für Bildverarbeitung und angewandte InformatikLeipzigDeutschland

Bibliographic information

  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-14399-1
  • Online ISBN 978-3-642-14400-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349