Advances in Data Mining. Theoretical Aspects and Applications

7th Industrial Conference, ICDM 2007, Leipzig, Germany, July 14-18, 2007. Proceedings

  • Editors
  • Petra Perner
Conference proceedings ICDM 2007

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4597)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 4597)

Table of contents

  1. Front Matter
  2. Invited Talk

  3. Aspects of Classification and Prediction

    1. Ilia Nouretdinov
      Pages 15-20
    2. Jürgen Beringer, Eyke Hüllermeier
      Pages 34-48
    3. Carlotta Orsenigo, Carlo Vercellis
      Pages 49-62
    4. Chetan Gupta, Robert Grossman
      Pages 77-91
    5. Antonio Dourado, Edgar Ferreira, Paulo Barbeiro
      Pages 92-106
  4. Clustering

    1. Thierry Urruty, Chabane Djeraba, Dan A. Simovici
      Pages 107-119
    2. Lamine M. Aouad, Nhien-An Le-Khac, Tahar M. Kechadi
      Pages 120-134
  5. Web Mining

    1. K. Lakshmi, Saswati Mukherjee
      Pages 148-162
    2. Richárd Farkas, György Szarvas, Róbert Ormándi
      Pages 163-172
  6. Data Mining in Medicine

    1. Olga Vorobieva, Alexander Rumyantsev, Rainer Schmidt
      Pages 173-183
  7. Applications of Data Mining

    1. Angel Kuri-Morales, Fátima Rodríguez
      Pages 199-213
    2. Alexis Bondu, Vincent Lemaire, Barbara Poulain
      Pages 228-241
    3. M. Lourdes Borrajo, Juan M. Corchado, E. S. Corchado, M. A. Pellicer
      Pages 242-254

About these proceedings

Introduction

ICDM / MLDM Medaillie (limited edition) Meissner Porcellan, the “White Gold” of King August the Strongest of Saxonia ICDM 2007 was the seventh event in the Industrial Conference on Data Mining series and was held in Leipzig (www.data-mining-forum.de). For this edition the Program Committee received 96 submissions from 24 countries (see Fig. 1). After the peer-review process, we accepted 25 high-quality papers for oral presentation that are included in this proceedings book. The topics range from aspects of classification and prediction, clustering, Web mining, data mining in medicine, applications of data mining, time series and frequent pattern mining, and association rule mining. Germany 9,30% 4,17% China 9,30% 1,04% 6,98% 3,13% South Korea Czech Republic 6,98% 3,13% USA 6,98% 2,08% 4,65% 2,08% UK Portugal 4,65% 2,08% Iran 4,65% 2,08% India 4,65% 2,08% Brazil 4,65% 1,04% Hungary 4,65% 1,04% Mexico 4,65% 1,04% Finland 2,33% 1,04% Ireland 2,33% 1,04% Slovenia 2,33% 1,04% France 2,33% 1,04% Israel 2,33% 1,04% Spain 2,33% 1,04% Greece 2,33% 1,04% Italy 2,33% 1,04% Sweden 2,33% 1,04% Netherlands 2,33% 1,04% Malaysia 2,33% 1,04% Turkey 2,33% 1,04% Fig. 1. Distribution of papers among countries Twelve papers were selected for poster presentations that are published in the ICDM Poster Proceedings Volume.

Keywords

algorithmic learning algorithms association rule mining classification clustering cognition computer vision feature selection filtering genetic algorithms inductive logic programming knowledge dis learning optimization proving

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-73435-2
  • Copyright Information Springer-Verlag Berlin Heidelberg 2007
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-73434-5
  • Online ISBN 978-3-540-73435-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book