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Studies in Computational Intelligence

Advances in Knowledge Discovery and Management

Editors: Guillet, Fabrice, Ritschard, Gilbert, Zighed, Djamel A. (Eds.)

  • Recent research on knowledge discovery and management
  • Written by experts in the field
  • State of the art of knowledge discovery
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eBook $189.00
price for USA (gross)
  • ISBN 978-3-642-00580-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.00
price for USA
  • ISBN 978-3-642-00579-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $249.00
price for USA
  • ISBN 978-3-642-26371-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

During the last decade, the French-speaking scientific community developed a very strong research activity in the field of Knowledge Discovery and Management (KDM or EGC for “Extraction et Gestion des Connaissances” in French), which is concerned with, among others, Data Mining, Knowledge Discovery, Business Intelligence, Knowledge Engineering and SemanticWeb. The recent and novel research contributions collected in this book are extended and reworked versions of a selection of the best papers that were originally presented in French at the EGC 2009 Conference held in Strasbourg, France on January 2009. The volume is organized in four parts. Part I includes five papers concerned by various aspects of supervised learning or information retrieval. Part II presents five papers concerned with unsupervised learning issues. Part III includes two papers on data streaming and two on security while in Part IV the last four papers are concerned with ontologies and semantic.

Table of contents (18 chapters)

  • Discrepancy Analysis of Complex Objects Using Dissimilarities

    Studer, Matthias (et al.)

    Pages 3-19

  • A Bayes Evaluation Criterion for Decision Trees

    Voisine, Nicolas (et al.)

    Pages 21-38

  • Classifying Very-High-Dimensional Data with Random Forests of Oblique Decision Trees

    Do, Thanh-Nghi (et al.)

    Pages 39-55

  • Intensive Use of Correspondence Analysis for Large Scale Content-Based Image Retrieval

    Pham, Nguyen-Khang (et al.)

    Pages 57-76

  • Toward a Better Integration of Spatial Relations in Learning with Graphical Models

    Aldea, Emanuel (et al.)

    Pages 77-94

Buy this book

eBook $189.00
price for USA (gross)
  • ISBN 978-3-642-00580-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.00
price for USA
  • ISBN 978-3-642-00579-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $249.00
price for USA
  • ISBN 978-3-642-26371-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Knowledge Discovery and Management
Editors
  • Fabrice Guillet
  • Gilbert Ritschard
  • Djamel A. Zighed
Series Title
Studies in Computational Intelligence
Series Volume
292
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-00580-0
DOI
10.1007/978-3-642-00580-0
Hardcover ISBN
978-3-642-00579-4
Softcover ISBN
978-3-642-26371-2
Series ISSN
1860-949X
Edition Number
1
Number of Pages
335
Number of Illustrations and Tables
57 illustrations in colour
Topics