Lecture Notes in Artificial Intelligence

Machine Learning and Data Mining in Pattern Recognition

6th International Conference, MLDM 2009, Leipzig, Germany, July 23-25, 2009, Proceedings

Editors: Perner, Petra (Ed.)

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eBook $139.00
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  • ISBN 978-3-642-03070-3
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Softcover $179.00
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About this book

This book constitutes the refereed proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2009, held in Leipzig, Germany, in July 2009.

The 63 revised full papers presented were carefully reviewed and selected from 205 submissions. The papers are organized in topical sections on attribute discretization and data preparation; classification; ensemble classifier learning; associate rules and pattern minig; support vector machines; clustering; novelty and outlier detection; learning; data mining and multimedia data; text mining; aspects of data mining; as well as data mining in medicine.

Table of contents (61 chapters)

  • Improved Comprehensibility and Reliability of Explanations via Restricted Halfspace Discretization

    Truemper, Klaus

    Pages 1-15

  • Selection of Subsets of Ordered Features in Machine Learning

    Seredin, O. (et al.)

    Pages 16-28

  • Combination of Vector Quantization and Visualization

    Kurasova, Olga (et al.)

    Pages 29-43

  • Discretization of Target Attributes for Subgroup Discovery

    Moreland, Katherine (et al.)

    Pages 44-52

  • Preserving Privacy in Time Series Data Classification by Discretization

    Zhu, Ye (et al.)

    Pages 53-67

Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-3-642-03070-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $179.00
price for USA
  • ISBN 978-3-642-03069-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning and Data Mining in Pattern Recognition
Book Subtitle
6th International Conference, MLDM 2009, Leipzig, Germany, July 23-25, 2009, Proceedings
Editors
  • Petra Perner
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
5632
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-03070-3
DOI
10.1007/978-3-642-03070-3
Softcover ISBN
978-3-642-03069-7
Edition Number
1
Number of Pages
XIV, 824
Topics