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Lecture Notes in Artificial Intelligence

Advances in Data Mining: Applications and Theoretical Aspects

10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010. Proceedings

Editors: Perner, Petra (Ed.)

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eBook $129.00
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  • ISBN 978-3-642-14400-4
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About this book

These are the proceedings of the tenth event of the Industrial Conference on Data Mining ICDM held in Berlin (www.data-mining-forum.de). For this edition the Program Committee received 175 submissions. After the pe- review process, we accepted 49 high-quality papers for oral presentation that are included in this book. The topics range from theoretical aspects of data mining to app- cations of data mining such as on multimedia data, in marketing, finance and telec- munication, in medicine and agriculture, and in process control, industry and society. Extended versions of selected papers will appear in the international journal Trans- tions on Machine Learning and Data Mining (www.ibai-publishing.org/journal/mldm). Ten papers were selected for poster presentations and are published in the ICDM Poster Proceeding Volume by ibai-publishing (www.ibai-publishing.org). In conjunction with ICDM four workshops were held on special hot applicati- oriented topics in data mining: Data Mining in Marketing DMM, Data Mining in LifeScience DMLS, the Workshop on Case-Based Reasoning for Multimedia Data CBR-MD, and the Workshop on Data Mining in Agriculture DMA. The Workshop on Data Mining in Agriculture ran for the first time this year. All workshop papers will be published in the workshop proceedings by ibai-publishing (www.ibai-publishing.org). Selected papers of CBR-MD will be published in a special issue of the international journal Transactions on Case-Based Reasoning (www.ibai-publishing.org/journal/cbr).

Table of contents (49 chapters)

  • Moving Targets

    Giacinto, Giorgio

    Pages 1-16

  • Bioinformatics Contributions to Data Mining

    Bichindaritz, Isabelle

    Pages 17-27

  • Bootstrap Feature Selection for Ensemble Classifiers

    Duangsoithong, Rakkrit (et al.)

    Pages 28-41

  • Evaluating the Quality of Clustering Algorithms Using Cluster Path Lengths

    Zaidi, Faraz (et al.)

    Pages 42-56

  • Finding Irregularly Shaped Clusters Based on Entropy

    Kuri-Morales, Angel (et al.)

    Pages 57-70

Buy this book

eBook $129.00
price for USA in USD (gross)
  • ISBN 978-3-642-14400-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $169.00
price for USA in USD
  • ISBN 978-3-642-14399-1
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Data Mining: Applications and Theoretical Aspects
Book Subtitle
10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010. Proceedings
Editors
  • Petra Perner
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
6171
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-14400-4
DOI
10.1007/978-3-642-14400-4
Softcover ISBN
978-3-642-14399-1
Edition Number
1
Number of Pages
XIII, 654
Number of Illustrations
233 b/w illustrations
Topics