Advances in Data Mining

Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications; 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4 -7, 2004, Revised Selected Papers

  • Petra Perner
Conference proceedings ICDM 2004

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3275)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 3275)

Table of contents

  1. Front Matter
  2. Case-Based Reasoning

    1. Juan M. Corchado, M. Lourdes Borrajo, María A. Pellicer, J. Carlos Yáñez
      Pages 1-10
    2. Juan M. Corchado, Emilio S. Corchado, Jim Aiken
      Pages 33-41
    3. Emilio S. Corchado, Juan M. Corchado, Lourdes Sáiz, Ana Lara
      Pages 42-49
  3. Image Mining

    1. Petra Perner, Horst Perner, Angela Bühring, Silke Jänichen
      Pages 60-68
  4. Applications in Process Control and Insurance

    1. Joachim Schmid
      Pages 69-77
    2. Stijn Viaene, Dirk Van Gheel, Mercedes Ayuso, Montserrat Guillén
      Pages 78-87
    3. Matthias Grabert, Markus Prechtel, Tomas Hrycej, Winfried Günther
      Pages 88-95
  5. Clustering and Association Rules

    1. Greet Frederix, Eric J. Pauwels
      Pages 96-105
    2. Shinichi Hamano, Masako Sato
      Pages 106-116
    3. Andrei Scherbina, Sergey Kuznetsov
      Pages 127-133
  6. Telecommunication

    1. Françoise Fessant, Fabrice Clérot, Christophe Dousson
      Pages 144-152
  7. Medicine and Biotechnology

    1. Yue Huang, Paul McCullagh, Norman Black, Roy Harper
      Pages 153-162
    2. Isabelle Bichindaritz, Stephen Potter, Société Française de Systématique
      Pages 163-172
  8. Back Matter

About these proceedings


The Industrial Conference on Data Mining ICDM-Leipzig was the fourth meeting in a series of annual events which started in 2000, organized by the Institute of Computer Vision and Applied Computer Sciences (IBaI) in Leipzig. The mission of the conference is to bring together researchers and people from industry in order to discuss together new trends and applications in data mining. This year a broad spectrum of work of different applications was presented ranging from image mining, medicine and biotechnology, management and environmental control, to telecommunications. Besides that an industrial exhibition showed the successful application of data mining methods by industries in different areas such as medical devices, mass data management systems, data mining tools, etc. During the discussion many projects were inspired leading to new and joint work. The fruitful discussions, the exchange of ideas and the spirit of the conference made it a remarkable event for both sides, industry and research. We would like to express our appreciation to the reviewers for their precise and highly professional work. We appreciate the help and understanding of the editorial staff at Springer and in particular Alfred Hofmann, who supported the publication of these proceedings in the LNAI series. Last, but not least, we wish to thank all speakers, participants and industrial exhibitors who contributed to the success of the conference. We are looking forward to welcoming you to ICDM 2005 ( and to the new work you will present there.


Case-Based Reasoning access control algorithmic learning association rule mining bioinformatics business data mining classification clustering data mining image mining knowledge discovery log data mining medical data mining video mining

Editors and affiliations

  • Petra Perner
    • 1
  1. 1.Institute of Computer Vision and applied Computer Sciences, IBaIGermany

Bibliographic information