© 2012

Advances in Knowledge Discovery and Management

Volume 2

  • Fabrice Guillet
  • Gilbert Ritschard
  • Djamel Abdelkader Zighed

Part of the Studies in Computational Intelligence book series (SCI, volume 398)

Table of contents

  1. Front Matter
    Pages 1-11
  2. Data Cube and Ontology-based Representations

    1. Front Matter
      Pages 1-1
    2. Rosine Cicchetti, Lotfi Lakhal, Sébastien Nedjar
      Pages 3-26
    3. Hanen Brahmi, Tarek Hamrouni, Riadh Ben Messaoud, Sadok Ben Yahia
      Pages 27-48
    4. Michel Buffa, Catherine Faron-Zucker
      Pages 49-61
    5. Souhir Gahbiche, Nathalie Pernelle, Fatiha Saïs
      Pages 63-81
  3. Efficient Pattern Mining

    1. Front Matter
      Pages 83-83
    2. Mehdi Khiari, Patrice Boizumault, Bruno Crémilleux
      Pages 85-103
    3. Lionel Martin, Matthieu Exbrayat, Guillaume Cleuziou, Frédéric Moal
      Pages 121-136
    4. Anne Laurent, Benjamin Négrevergne, Nicolas Sicard, Alexandre Termier
      Pages 137-151
  4. Data Preprocessing and Information Retrieval

    1. Front Matter
      Pages 153-153
    2. Mickael Coustaty, Vincent Courboulay, Jean-Marc Ogier
      Pages 155-171
    3. Radja Messai, Michel Simonet, Nathalie Bricon-Souf, Mireille Mousseau
      Pages 191-211
    4. Patrick Bosc, Allel Hadjali, Olivier Pivert, Grégory Smits
      Pages 213-233
  5. Back Matter
    Pages 0--1

About this book


During the last decade, Knowledge Discovery and Management (KDM or, in French, EGC for Extraction et Gestion des connaissances) has been an intensive and fruitful research topic in the French-speaking scientific community. In 2003, this enthusiasm for KDM led to the foundation of a specific French-speaking association, called EGC, dedicated to supporting and promoting this topic. More precisely, KDM is concerned with the interface between knowledge and data such as, among other things, Data Mining, Knowledge Discovery, Business Intelligence, Knowledge Engineering and Semantic Web. 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 2010 Conference held in Tunis, Tunisia in January 2010.

The volume is organized in three parts. Part I includes four chapters concerned with various aspects of Data Cube and Ontology-based representations. Part II is composed of four chapters concerned with Efficient Pattern Mining issues, while in Part III the last four chapters address Data Preprocessing and Information Retrieval.


Computational Intelligence Knowledge Discovery Knowledge Management

Editors and affiliations

  • Fabrice Guillet
    • 1
  • Gilbert Ritschard
    • 2
  • Djamel Abdelkader Zighed
    • 3
  1. 1., LINA (CNRS UMR 6241)Nantes UniversityNantesFrance
  2. 2., Department of EconometricsUniversité de GenèveGenevaSwitzerland
  3. 3.Laboratoire ERICUniversité Lumière Lyon 2BronFrance

Bibliographic information

  • Book Title Advances in Knowledge Discovery and Management
  • Book Subtitle Volume 2
  • Editors Fabrice Guillet
    Gilbert Ritschard
    Djamel Abdelkader Zighed
  • Series Title Studies in Computational Intelligence
  • DOI
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering Engineering (R0)
  • Hardcover ISBN 978-3-642-25837-4
  • Softcover ISBN 978-3-642-42779-4
  • eBook ISBN 978-3-642-25838-1
  • Series ISSN 1860-949X
  • Series E-ISSN 1860-9503
  • Edition Number 1
  • Number of Pages XII, 244
  • Number of Illustrations 0 b/w illustrations, 0 illustrations in colour
  • Topics Computational Intelligence
    Artificial Intelligence
  • Buy this book on publisher's site
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