Advances in Data Mining. Applications and Theoretical Aspects

11th Industrial Conference, ICDM 2011, New York, NY, USA, August 30 – September 3, 2011. Proceedings

  • Petra Perner
Conference proceedings ICDM 2011

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6870)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 6870)

Table of contents

  1. Front Matter
  2. Theoretical Aspects of Data Mining

  3. Data Mining in Medicine

  4. Multimedia Data Mining

  5. Data Mining in Agriculture

  6. Data Mining for Industrial Processes

  7. Data Warehousing

    1. Dung N. Lam, Alexander Y. Liu, Cheryl E. Martin
      Pages 240-254
  8. Data Mining in Marketing

    1. Marco Hülsmann, Detlef Borscheid, Christoph M. Friedrich, Dirk Reith
      Pages 255-269
  9. WebMining/Information Mining

    1. Ermelinda Oro, Massimo Ruffolo
      Pages 270-285
  10. Data Mining in Telecommunications

    1. João Lopes, Orlando Belo, Carlos Vieira
      Pages 286-299
  11. Aspects of Data Mining

    1. Geert Gins, Bert Pluymers, Ilse Y. Smets, Jairo Espinosa, Jan F. M. Van Impe
      Pages 314-328
  12. Back Matter

About these proceedings


This book constitutes the refereed proceedings of the 11th Industrial Conference on Data Mining, ICDM 2011, held in New York, USA in September 2011.

The 22 revised full papers presented were carefully reviewed and selected from 100 submissions. The papers are organized in topical sections on data mining in medicine and agriculture, data mining in marketing,  data mining for Industrial processes and in telecommunication, Multimedia Data Mining, theoretical aspects of data mining, Data Warehousing, WebMining and Information Mining.


anomaly detection classification computational learning fraud detection medical diagnosis support time series analysis

Editors and affiliations

  • Petra Perner
    • 1
  1. 1.Intitute of Computer Vision and Applied Computer Sciences, IBaILeipzigGermany

Bibliographic information

  • DOI
  • Copyright Information Springer-Verlag GmbH Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science Computer Science (R0)
  • Print ISBN 978-3-642-23183-4
  • Online ISBN 978-3-642-23184-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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