Advances in Data Mining. Applications in Medicine, Web Mining, Marketing, Image and Signal Mining

6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006. Proceedings

  • Petra Perner
Conference proceedings ICDM 2006

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4065)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 4065)

Table of contents

  1. Front Matter
  2. Data Mining in Medicine

  3. Web Mining and Logfile Analysis

    1. F. Fdez-Riverola, L. Borrajo, R. Laza, F. J. Rodríguez, D. Martínez
      Pages 91-105
    2. J. R. Méndez, F. Fdez-Riverola, F. Díaz, E. L. Iglesias, J. M. Corchado
      Pages 106-120
    3. Nick Geens, Johan Huysmans, Jan Vanthienen
      Pages 121-130
    4. Meike Reichle, Petra Perner, Klaus-Dieter Althoff
      Pages 131-145
    5. Enza Messina, Daniele Toscani, Francesco Archetti
      Pages 146-160
    6. Cristina Wanzeller, Orlando Belo
      Pages 161-175
  4. Theoretical Aspects of Data Mining

About these proceedings

Introduction

The Industrial Conference on Data Mining ICDM-Leipzig was the sixth event in a series of annual events which started in 2000. We are pleased to note that the topic data mining with special emphasis on real-world applications has been adopted by so many researchers all over the world into their research work. We received 156 papers from 19 different countries. The main topics are data mining in medicine and marketing, web mining, mining of images and signals, theoretical aspects of data mining, and aspects of data mining that bundle a series of different data mining applications such as intrusion detection, knowledge management, manufacturing process control, time-series mining and criminal investigations. The Program Committee worked hard in order to select the best papers. The acceptance rate was 30%. All these selected papers are published in this proceedings volume as long papers up to 15 pages. Moreover we installed a forum where work in progress was presented. These papers are collected in a special poster proceedings volume and show once more the potentials and interesting developments of data mining for different applications. Three new workshops have been established in connection with ICDM: (1) Mass Data Analysis on Images and Signals, MDA 2006; (2) Data Mining for Life Sciences, DMLS 2006; and (3) Data Mining in Marketing, DMM 2006. These workshops are developing new topics for data mining under the aspect of the special application. We are pleased to see how many interesting developments are going on in these fields.

Keywords

Alignment Fuzzy Performance algorithmic learning business data mining classification clustering communication data mining e-learning intrusion detection knowledge management log data mining multidimensional scaling robot

Editors and affiliations

  • Petra Perner
    • 1
  1. 1.Institute of Computer Vision and applied Computer SciencesIBaIGermany

Bibliographic information

  • DOI https://doi.org/10.1007/11790853
  • Copyright Information Springer-Verlag Berlin Heidelberg 2006
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-36036-0
  • Online ISBN 978-3-540-36037-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book