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Studies in Computational Intelligence

Advances in Knowledge Discovery and Management

Volume 4

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

  • Recent research in Knowledge Discovery and Management
  • Carefully edited post-proceedings book
  • Written by a leading expert in the field
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Hardcover $129.00
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valid through October 16, 2017
  • ISBN 978-3-319-02998-6
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Softcover $129.00
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  • Due: October 7, 2016
  • ISBN 978-3-319-34771-4
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About this book

This book is a collection of representative and novel works done in Data Mining, Knowledge Discovery, Clustering and Classification that were originally presented in French at the EGC'2012 Conference held in Bordeaux, France, on January 2012. This conference was the 12th edition of this event, which takes place each year and which is now successful and well-known in the French-speaking community. This community was structured in 2003 by the foundation of the French-speaking EGC society (EGC in French stands for ``Extraction et Gestion des Connaissances'' and means ``Knowledge Discovery and Management'', or KDM).

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. The book is structured in two parts called ``Knowledge Discovery and Data Mining'' and ``Classification and Feature Extraction or Selection''. The first part (6 chapters) deals with data clustering and data mining. The three remaining chapters of the second part are related to classification and feature extraction or feature selection.


Reviews

From the reviews:

“All nine chapters of this volume are extensions or revisions of papers that were presented at the 12th Francophone International Conference on Knowledge Discovery and Management, held in Bordeaux, France, in 2012. … The primary market for the book includes researchers in academia and in labs, whose primary focus includes knowledge discovery, data mining, classification, and feature extraction.” (J. Hodges, Computing Reviews, February, 2014)


Table of contents (9 chapters)

  • Optimizing a Hierarchical Community Structure of a Complex Network

    Queyroi, François

    Pages 3-14

  • Nonparametric Hierarchical Clustering of Functional Data

    Boullé, Marc (et al.)

    Pages 15-35

  • Multi-view Clustering on Relational Data

    A.T. de Carvalho, Francisco (et al.)

    Pages 37-51

  • Relaxing Time Granularity for Mining Frequent Sequences

    Ben Zakour, Asma (et al.)

    Pages 53-76

  • Semantic Event Extraction from Biological Texts Using a Kernel-Based Method

    Faiz, Rim (et al.)

    Pages 77-94

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-319-02999-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
valid through October 16, 2017
  • ISBN 978-3-319-02998-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 7, 2016
  • ISBN 978-3-319-34771-4
  • Free shipping for individuals worldwide
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
Book Subtitle
Volume 4
Editors
  • Fabrice Guillet
  • Bruno Pinaud
  • Gilles Venturini
  • Djamel Abdelkader Zighed
Series Title
Studies in Computational Intelligence
Series Volume
527
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-02999-3
DOI
10.1007/978-3-319-02999-3
Hardcover ISBN
978-3-319-02998-6
Softcover ISBN
978-3-319-34771-4
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XVI, 175
Number of Illustrations and Tables
38 b/w illustrations, 25 illustrations in colour
Topics