Studies in Computational Intelligence

Advances in Knowledge Discovery and Management

Editors: Guillet, F., Pinaud, B., Venturini, G., Zighed, D.A. (Eds.)

  • Recent Research in Knowledge Discovery and Management
  • Carefully edited postproceedings book
  • Written by a leading expert in the field
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About this book

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’2011 Conference held in Brest, France, on January 2011.
EGC stands for "Extraction et Gestion des connaissances" in French, and means "Knowledge Discovery and Management" or KDM.
KDM is concerned with the works in computer science at the interface between data and knowledge; such as Data Mining, Knowledge Discovery, Business Intelligence, Knowledge Engineering and Semantic Web.

This book is intended to be read by all researchers interested in these fields, including
PhD or MSc students, and researchers from public or private laboratories. It
concerns both theoretical and practical aspects of KDM.

This book has been structured in two parts.
The first part, entitled “Data Mining, classification and queries”, deals with rule and pattern mining, with topological approaches
and with OLAP.
The second part of the book, entitled “Ontology and Semantic”, is related
to knowledge-based and user-centered approaches in KDM.

Table of contents (10 chapters)

  • A Bayesian Criterion for Evaluating the Robustness of Classification Rules in Binary Data Sets

    Gay, Dominique (et al.)

    Pages 3-21

  • Mining Sequential Patterns: A Context-Aware Approach

    Rabatel, Julien (et al.)

    Pages 23-41

  • Comparison of Proximity Measures: A Topological Approach

    Zighed, Djamel Abdelkader (et al.)

    Pages 43-58

  • Comparing Two Discriminant Probabilistic Interestingness Measures for Association Rules

    Lerman, Israël César (et al.)

    Pages 59-83

  • A New Way for Hierarchical and Topological Clustering

    Azzag, Hanane (et al.)

    Pages 85-97

Buy this book

eBook $119.00
price for USA (gross)
  • ISBN 978-3-642-35855-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.00
price for USA
  • ISBN 978-3-642-35854-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $159.00
price for USA
  • ISBN 978-3-642-43348-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Knowledge Discovery and Management
Editors
  • Fabrice Guillet
  • Bruno Pinaud
  • Gilles Venturini
  • Djamel Abdelkader Zighed
Series Title
Studies in Computational Intelligence
Series Volume
471
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-35855-5
DOI
10.1007/978-3-642-35855-5
Hardcover ISBN
978-3-642-35854-8
Softcover ISBN
978-3-642-43348-1
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XVIII, 222
Topics