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Lecture Notes in Artificial Intelligence

Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects

8th Industrial Conference, ICDM 2008 Leipzig, Germany, July 16-18, 2008, Proceedings

Editors: Perner, Petra (Ed.)

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About this book

ICDM / MLDM Medaillie (limited edition) Meissner Porcellan, the “White Gold” of King August the Strongest of Saxonia ICDM 2008 was the eighth event of the Industrial Conference on Data Mining held in Leipzig (www.data-mining-forum.de). For this edition the Program Committee received 116 submissions from 20 countries. After the peer-review process, we accepted 36 high-quality papers for oral presentation, which are included in these proceedings. 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. Thirteen papers were selected for poster presentations that are published in the ICDM Poster Proceeding Volume. In conjunction with ICDM there were three workshops focusing on special hot application-oriented topics in data mining. The workshop Data Mining in Life Science DMLS 2008 was held the third time this year and the workshop Data Mining in Marketing DMM 2008 ran for the second time this year. Additionally, we introduced an International Workshop on Case-Based Reasoning for Multimedia Data CBR-MD.

Table of contents (32 chapters)

Table of contents (32 chapters)
  • Prototypes for Medical Case-Based Applications

    Pages 1-15

    Schmidt, Rainer (et al.)

  • Hopfield Networks in Relevance and Redundancy Feature Selection Applied to Classification of Biomedical High-Resolution Micro-CT Images

    Pages 16-31

    Auffarth, Benjamin (et al.)

  • Modelling Medical Time Series Using Grammar-Guided Genetic Programming

    Pages 32-46

    Alonso, Fernando (et al.)

  • Data Mining with Neural Networks for Wheat Yield Prediction

    Pages 47-56

    Ruß, Georg (et al.)

  • Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain

    Pages 57-71

    Fornells, A. (et al.)

Buy this book

eBook $84.99
price for USA in USD
  • ISBN 978-3-540-70720-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Book Subtitle
8th Industrial Conference, ICDM 2008 Leipzig, Germany, July 16-18, 2008, Proceedings
Editors
  • Petra Perner
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
5077
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-70720-2
DOI
10.1007/978-3-540-70720-2
Softcover ISBN
978-3-540-70717-2
Edition Number
1
Number of Pages
XI, 428
Topics