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Studies in Computational Intelligence

Innovative Applications in Data Mining

Editors: Nedjah, Nadia, Mourelle, Luiza de Macedo, Kacprzyk, Janusz (Eds.)

  • Recent advances in data mining

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eBook $159.00
price for USA (gross)
  • ISBN 978-3-540-88045-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $209.00
price for USA
  • ISBN 978-3-540-88044-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $209.00
price for USA
  • ISBN 978-3-642-09976-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Data mining consists of attempting to discover novel and useful knowledge from data, trying to find patterns among datasets that can help in intelligent decision making. However, reports of real-world case studies are not generally detailed in the literature, due to the fact that they are usually based on proprietary datasets, making it impossible to publish the results. This kind of situation makes hard to evaluate, in a precise way, the degree of effectiveness of data mining techniques in real-world applications. On the other hand, researchers of this field of expertise usually exploit public-domain datasets.

This volume offers a wide spectrum of research work developed for data mining for real-world application. In the following, we give a brief introduction of the chapters that are included in this book.

Table of contents (6 chapters)

  • Application of Data Mining Techniques to Storage Management and Online Distribution of Satellite Images

    Azevedo, Denise N. Rotondi (et al.)

    Pages 1-15

  • A GUI Tool for Plausible Reasoning in the Semantic Web Using MEBN

    Carvalho, Rommel N. (et al.)

    Pages 17-45

  • Multiobjective Optimization and Rule Learning: Subselection Algorithm or Meta-heuristic Algorithm?

    Ishida, Celso Y. (et al.)

    Pages 47-70

  • Clustering Dynamic Web Usage Data

    Silva, Alzennyr (et al.)

    Pages 71-82

  • Towards Characterization of the Data Generation Process

    Bhatnagar, Vasudha (et al.)

    Pages 83-105

Buy this book

eBook $159.00
price for USA (gross)
  • ISBN 978-3-540-88045-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $209.00
price for USA
  • ISBN 978-3-540-88044-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $209.00
price for USA
  • ISBN 978-3-642-09976-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Innovative Applications in Data Mining
Editors
  • Nadia Nedjah
  • Luiza de Macedo Mourelle
  • Janusz Kacprzyk
Series Title
Studies in Computational Intelligence
Series Volume
169
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-88045-5
DOI
10.1007/978-3-540-88045-5
Hardcover ISBN
978-3-540-88044-8
Softcover ISBN
978-3-642-09976-2
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XIV, 124
Number of Illustrations and Tables
57 b/w illustrations
Topics